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lom_idtitleyearclaims
arxiv:2408.06292 The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 2024 2
doi:10.18653/v1/2020.emnlp-main.609 Fact or Fiction: Verifying Scientific Claims 2020 2
arxiv:2601.05930 Can We Predict Before Executing Machine Learning Agents? 2026 1
arxiv:2210.13777 SciFact-Open: Towards open-domain scientific claim verification 2022 1
arxiv:2012.00614 CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims 2020 1
doi:10.1126/science.aaf0918 Evaluating replicability of laboratory experiments in economics. 2016 1
doi:10.1007/s00220-004-1222-4 Primes in short intervals 2004 1
openalex:W157468466 Genetic Algorithms, Tournament Selection, and the Effects of Noise. 1995 1
doi:10.1037/h0070288 A law of comparative judgment. 1927 1
arxiv:2601.14525 Towards Execution-Grounded Automated AI Research 2026 0
arxiv:2602.02660 MARS: modular agent with reflective search for automated ai research 2026 0
arxiv:2602.06855 AIRS-Bench: a Suite of Tasks for Frontier AI Research Science Agents 2026 0
arxiv:2603.17863 DiscoGen: Procedural Generation of Algorithm Discovery Tasks in Machine Learning 2026 0
arxiv:2604.09805 Building an Internal Coding Agent at Zup: Lessons and Open Questions 2026 0
arxiv:2605.03546 ProgramBench: Can Language Models Rebuild Programs From Scratch? 2026 0
arxiv:2605.05076 High-Dimensional Statistics: Reflections on Progress and Open Problems 2026 0
arxiv:2605.29885 Open Problem: Separating Geometric and Algorithmic Compression via Cayley-Table Completion 2026 0
arxiv:2605.30389 The Inclusion Depth of Pattern Languages: An Open Problem in Algorithmic Learning Theory 2026 0
arxiv:2606.07327 Six Open Questions in Machine-Learned Interatomic Potential Foundation Models 2026 0
arxiv:2607.04129 Toward the Right Analytical Model and System Software for Autonomous Driving Systems: Open Problems and Research Directions 2026 0
arxiv:2607.07851 Kime-Representation Formulations of Three Open Problems in the Foundations of Classical Mechanics: Uncertainty, Invariant Entropy, and Directional Degrees of Freedom 2026 0
arxiv:2607.12870 A Survey on Code Equivalence: The State-of-the-Art and Open Questions 2026 0
arxiv:2608.01206 On three open problems in zero-sum Ramsey numbers 2026 0
arxiv:2608.10119 Machine Shape and Hierarchical Blocking: A Mathematics of Arrays Formalization, with an Open Problem in Hierarchical Shape Occupancy 2026 0
arxiv:2608.13940 AI Research Preference Models 2026 0
arxiv:2608.26628 Open Problems in Mathematical Logic 2026 0
doi:10.1002/aps.70060 On Technology and the Ecology of Thinking: Thinking and Aliveness in the Brave New World 2026 0
doi:10.1002/chem.202503630 Pondering the Future of Chemical Research Amid the Wider Adoption of Artificial Intelligence Technologies 2026 0
doi:10.1002/mgea.70089 MatInform: A Two‐Stage Multi‐Agent Framework for Consistent and Interpretable Extraction of Biomaterial Literatures 2026 0
doi:10.1007/978-3-032-29794-5_17 Small Language Models for Education: Opportunities, Challenges, and a Shared Research Agenda 2026 0
doi:10.1007/978-3-032-30846-7_7 Beyond the Render: Grounding Generative AI with Real-World Material Data for Informed Design Decisions 2026 0
doi:10.1007/978-3-032-31048-4_18 Evaluating Usability and User Trust in Large Vision-Language Models for Robotic Sorting Tasks with Visual Instructions 2026 0
doi:10.1007/978-3-658-50335-2_12 Künstliche Superintelligenz und das Ende der Demokratie 2026 0
doi:10.1007/978-981-92-3417-2_43 Adaptive Multi-view Routing for Neural Code Search 2026 0
doi:10.1007/978-981-95-8597-7_3 LLMs for Evolutionary Optimization 2026 0
doi:10.1007/s00211-026-01531-9 Alternative Basis matrix multiplication is fast and stable† 2026 0
doi:10.1007/s10649-026-10497-2 Mathematicians’ values and norms related to algorithms, definitions, and proofs: How do they interrelate? 2026 0
doi:10.1007/s10664-026-10921-4 Large language models in model-driven engineering: a systematic mapping study 2026 0
doi:10.1007/s10994-026-07044-8 LMTree: Leveraging LLMs with Monte Carlo Tree Search for Automated Feature Engineering 2026 0
doi:10.1007/s11192-026-05695-x Exploiting large language models in peer review: indirect prompt injection attacks and integrity probes 2026 0
doi:10.1007/s11390-026-6258-x Physical AI: Evolution, Progress, Challenges, and Prospects 2026 0
doi:10.1007/s11831-026-10675-8 A Holistic Review of Agentic AI Frameworks, Applications, and Research Trajectories 2026 0
doi:10.1007/s12599-026-01013-0 Academic Publishing in the Age of Generative AI 2026 0
doi:10.1007/s13347-026-01079-4 Are Large Language Models Intentional? The Limits of Referential Grounding 2026 0
doi:10.1007/s40820-025-01982-z TENG-Based Self-Powered Silent Speech Recognition Interface: from Assistive Communication to Immersive AR/VR Interaction 2026 0
doi:10.1007/s44163-026-01438-2 A diagnostic hierarchy of epistemic betrayal in large language models 2026 0
doi:10.1007/s44196-026-01262-7 Rote Memorization or Intelligence: An Assessment of Inferential Reasoning in Large Language Models 2026 0
doi:10.1007/s44227-026-00105-3 Cost-Aware Structured Content Generation Using Hybrid Retrieval-Augmented Generation and Adaptive Compute Routing 2026 0
doi:10.1017/pds.2026.10412 Comparing human, LLM, and LLM-QFD approaches to technical requirement extraction 2026 0
doi:10.1017/pds.2026.10576 Challenges hindering the application of GenAI methods in engineering design and the product development process: a meta-analysis 2026 0
doi:10.1021/acs.analchem.6c00352 Artificial Intelligence for Academic Text Generation in Analytical Chemistry: Current Risks, Indicators, and Perspectives toward Greener and More Sustainable Approaches 2026 0
doi:10.1021/acs.chemrev.5c00583 General-Purpose Models for the Chemical Sciences: LLMs and Beyond 2026 0
doi:10.1021/acs.est.5c09526 Leveraging LLMs for Environmental Complexity: Structured Fine-Tuning Data Sets and Deployment Strategies 2026 0
doi:10.1021/acs.jctc.6c00591 Aitomia: An Agentic Framework for AI-Driven Atomistic and Quantum Chemical Simulations 2026 0
doi:10.1038/s41467-026-69549-z Synthesis of covalent organic frameworks for photocatalytic hydrogen peroxide production guided by large language models 2026 0
doi:10.1038/s41467-026-71928-5 DxDirector: an agentic large language model driving the full-process clinical diagnosis 2026 0
doi:10.1038/s41540-026-00656-9 The future of mathematical oncology in the age of AI 2026 0
doi:10.1038/s41568-025-00900-0 Artificial intelligence agents in cancer research and oncology 2026 0
doi:10.1038/s41586-026-10265-5 Towards end-to-end automation of AI research 2026 0
doi:10.1038/s41586-026-10652-y A multi-agent system for automating scientific discovery 2026 0
doi:10.1038/s41587-026-03035-1 Agentic AI and the rise of in silico team science in biomedical research 2026 0
doi:10.1038/s41587-026-03064-w Generalist biological artificial intelligence in modeling the language of life 2026 0
doi:10.1038/s41588-026-02670-3 Toward generalizable and interpretable AI in regulatory genomics 2026 0
doi:10.1038/s41591-025-04184-7 Scaling medical AI across clinical contexts 2026 0
doi:10.1038/s41598-025-32583-w What are the limits to biomedical research acceleration through general-purpose AI? 2026 0
doi:10.1038/s42256-026-01188-x A large-scale randomized study of large language model feedback in peer review 2026 0
doi:10.1038/s43246-026-01099-9 Perovskite-R1: a domain-specialized large language model for intelligent discovery of precursor additives and experimental design 2026 0
doi:10.1039/d5dd00471c ToPolyAgent: AI agents for coarse-grained bead-spring topological polymer simulations 2026 0
doi:10.1039/d6dd00001k From literature to lab protocols with knowledge-graph-guided large language models 2026 0
doi:10.1080/02602938.2026.2691499 AI in the gatekeeper’s chair: elite researchers’ perceptions of AI-assisted feedback in journal peer review 2026 0
doi:10.1080/03081079.2026.2663918 Eneragentic: multi-agent large language models for assisting scientific research tasks in integrated energy systems 2026 0
doi:10.1080/20964471.2025.2600178 An LLM-based multi-agent system for remote sensing analysis 2026 0
doi:10.1080/21620555.2026.2707167 Vibe researching: can AI agents with skills replace or augment social scientists? 2026 0
doi:10.1093/jncics/pkag033 Computational identification of salient cancer care topics and themes in oncology social work notes 2026 0
doi:10.1140/epjds/s13688-026-00672-z Can large language models generate novel scientific ideas? A comprehensive study on data-driven astronomy 2026 0
doi:10.1145/3770762.3772619 Improving LLM-Generated Educational Content: A Case Study on Prototyping, Prompt Engineering, and Evaluating a Tool for Generating Programming Problems for Data Science 2026 0
doi:10.1145/3770855.3817539 LingxiDiagBench: A Multi-Agent Framework for Benchmarking LLMs in Chinese Psychiatric Consultation and Diagnosis 2026 0
doi:10.1145/3770855.3817742 PACE: Unleashing the Power of Code Embeddings to Boost AutoML Agents 2026 0
doi:10.1145/3770855.3818107 BiVCoder: A Multi-Agent Framework for Code Generation via Bidirectional Code-Test Diagnosis 2026 0
doi:10.1145/3770855.3819049 Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis 2026 0
doi:10.1145/3772318.3790802 "I Need to Find That One Chart": How Data Workers Navigate, Summarize and Communicate Analytical Conversations 2026 0
doi:10.1145/3772363.3798573 Playground+: an AI-MR System for Adaptable Open-Ended Family Physical Activity Play 2026 0
doi:10.1145/3786335.3813158 fastWorkflow: Closing the Performance Gap Between Small and Frontier Language Models for Conversational Agents 2026 0
doi:10.1145/3786335.3813220 Wily: High-Performance Complexity Gated-Feedback for AI Coding Agents 2026 0
doi:10.1145/3787965 Large Language Model Aided Multi-objective Evolutionary Algorithm: A Low-cost Adaptive Approach 2026 0
doi:10.1145/3789240.3822571 Beyond Monoliths: Enabling Flexible and Composable AI Systems via Memory Disaggregation 2026 0
doi:10.1145/3794763.3794815 CodeGlance: Understanding Code Reasoning Challenges in LLMs through Multi-Dimensional Feature Analysis 2026 0
doi:10.1145/3795101.3814735 Mutation Without Variation: Convergence Dynamics in LLM-Driven Program Evolution 2026 0
doi:10.1145/3797120 CertiCoder: Towards MISRA-Compliant C Code Generation with LLMs 2026 0
doi:10.1145/3797145 Small Is Beautiful: A Practical and Efficient Log Parsing Framework 2026 0
doi:10.1145/3798238 InspectCoder: Dynamic Analysis-Driven Self Repair through Interactive LLM-Debugger Collaboration 2026 0
doi:10.1145/3800645.3812956 Compass vs Railway Tracks: Unpacking User Mental Models for Communicating Long-Horizon Work to Humans vs. AI 2026 0
doi:10.1145/3801961 Large Language Models for Combinatorial Optimization: A Systematic Review 2026 0
doi:10.1145/3805689.3806444 Helpful, Harmless, Honest? RLHF as Survey Design and Content Moderation 2026 0
doi:10.1145/3805689.3812402 Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents 2026 0
doi:10.1145/3805760.3814911 Wink: Recovering from Misbehaviors in Coding Agents 2026 0
doi:10.1145/3805760.3814925 ClassEval-Pro: A Cross-Domain Benchmark for Class-Level Code Generation 2026 0
doi:10.1145/3808097 PlayCoder: Making LLM-Generated GUI Code Playable 2026 0
doi:10.1145/3829372 Judgment, Delegation and Trust in AI-Mediated Scholarly Evaluation 2026 0
doi:10.1161/hypertensionaha.126.27004 Empowering Patients and Clinicians: LLMs in Hypertension Care, A Scoping Review 2026 0
doi:10.1162/opmi.a.365 Do Language Models Know Who Did What to Whom? 2026 0
doi:10.14778/3797919.3797942 TACO: A Benchmark for Open-Domain Text-to-SQL with Ambiguous and Cross-Database Queries 2026 0
doi:10.21105/joss.09678 CatLLM: A Python package for Generating, Assigning, and Scoring Open-Ended Survey Data and Images 2026 0
doi:10.21468/scipostphys.20.2.040 $\mathcal{CP}$-analyses with symbolic regression 2026 0
doi:10.21468/scipostphys.20.3.091 Agents of discovery 2026 0
doi:10.2196/86365 Context-Aware Sentence Classification of Radiology Reports Using Synthetic Data: Development and Validation Study 2026 0
doi:10.2196/preprints.109705 When Artificial Intelligence Solves Long-Standing Mathematical Problems: Semiosis as a Common Framework for Mathematical Research, Education, and Health AI (Preprint) 2026 0
doi:10.31127/tuje.1838765 Generative AI in Academic Writing: A Comparison of DeepSeek, Qwen, ChatGPT, Gemini, Llama, Mistral, and Gemma 2026 0
doi:10.3389/fcimb.2026.1876326 Artificial intelligence can match domain experts in evidence extraction and critical appraisal of microbial oncogenesis research publications 2026 0
doi:10.3389/fonc.2026.1808714 Knowledge localization is associated with higher performance of domestic large language models in a Chinese radiation oncology examination 2026 0
doi:10.3389/fpsyg.2026.1786724 Granularity paradox: how emotion taxonomies shape GPT-5’s affective cognition and human-AI alignment 2026 0
doi:10.3389/frai.2026.1820375 Building MCP-native hierarchical AI scientist ecosystems: a perspective on scaling multi-agent scientific discovery 2026 0
doi:10.3389/fsci.2026.1721295 Enhancing soil science research with multi-agent artificial intelligence systems 2026 0
doi:10.48130/gcomm-0026-0005 From foundation models to autonomous agents in biology 2026 0
doi:10.5281/zenodo.18973271 Oversight-Centered Metrology and Control for Agentic Systems: Costly Interrupt Channels, Claim Margins, and Deployment-Relevant Evaluation 2026 0
doi:10.5281/zenodo.18973272 Oversight-Centered Metrology and Control for Agentic Systems: Costly Interrupt Channels, Claim Margins, and Deployment-Relevant Evaluation 2026 0
doi:10.5281/zenodo.19044633 Recursive Self-Improvement Stability under Endogenous Yardstick Drift 2026 0
doi:10.5281/zenodo.19447442 Standing-Layer Honest Public Standing Dynamics for Research Claims under Observable-Only, No-Meta Governance 2026 0
doi:10.5281/zenodo.19447443 Standing-Layer Honest Public Standing Dynamics for Research Claims under Observable-Only, No-Meta Governance 2026 0
doi:10.60097/acig/215416 Artificial Intelligence Propaganda Factories with Language Models 2026 0
doi:10.64628/aai.6g5jsmq3s How AI English and human English differ – and how to decide when to use artificial language 2026 0
doi:10.64628/aai.7r9t95dsn The greatest risk of AI in higher education isn’t cheating – it’s the erosion of learning itself 2026 0
doi:10.64898/2026.01.05.697809 Can AI Conduct Autonomous Scientific Research? Case Studies on Two Real-World Tasks 2026 0
doi:10.64898/2026.01.15.26344200 Automated Task-Specific vs General-Purpose Artificial Intelligence for Detecting Subtle Intraoperative Warning Signs During Cataract Surgery: A Multicenter Diagnostic Study 2026 0
doi:10.64898/2026.02.05.703998 Using a GPT-5-driven autonomous lab to optimize the cost and titer of cell-free protein synthesis 2026 0
doi:10.64898/2026.04.22.720079 Decoding the phenomenology of spontaneous thought using large language-model ratings on verbal retrospective free reports 2026 0
doi:10.64898/2026.06.10.731360 GALILEO: Embodied AI scientist for autonomous therapeutic discovery in dynamic membrane systems 2026 0
doi:10.64898/2026.06.11.731775 OmicOS: A Comprehensive Omics Ecosystem Infrastructure and Agent System for the AI Era 2026 0
doi:10.64898/2026.06.23.734132 Practical Use of Advanced AI Frameworks on Real-Life Scientific Problems: Three Case Studies 2026 0
doi:10.64898/2026.08.11.26360118 REFINE: Closing the Loop Between Large Language Models and Symbolic Rules in Clinical NLP 2026 0
doi:10.7717/peerj-cs.3761 A review of the evolution and challenges of few-shot medical image semantic segmentation 2026 0
doi:10.7717/peerj-cs.4000 Generative small language models in clinical NLP: applications, adaptation, and evaluation 2026 0
doi:10.7717/peerj-cs.4063 CAD2TechSpec: a framework for automating design processes within computer-aided design systems 2026 0
arxiv:2302.04810 Machine learning systems: A survey from a data-oriented perspective 2025 0
arxiv:2410.02958 Automl-agent: A multi-agent llm framework for full-pipeline automl 2025 0
arxiv:2410.07095 Mle-bench: Evaluating machine learning agents on machine learning engineering 2025 0
arxiv:2411.01679 Autoformulation of mathematical optimization models using llms 2025 0
arxiv:2411.14499 Understanding world or predicting future? a comprehensive survey of world models 2025 0
arxiv:2412.04604 ARC Prize 2024: Technical Report 2025 0
arxiv:2501.03916 Dolphin: Moving towards closed-loop auto-research through thinking, practice, and feedback 2025 0
arxiv:2501.04227 Agent laboratory: Using llm agents as research assistants 2025 0
arxiv:2502.07316 Codei/o: Condensing reasoning patterns via code input-output prediction 2025 0
arxiv:2502.12466 Equibench: Benchmarking large language models’ reasoning about program semantics via equivalence checking 2025 0
arxiv:2502.12468 MCTS-Judge: Test-Time Scaling in LLM-as-a-Judge for Code Correctness Evaluation 2025 0
arxiv:2502.13138 Aide: Ai-driven exploration in the space of code 2025 0
arxiv:2502.14352 Sr-llm: Rethinking the structured representation in large language model 2025 0
arxiv:2502.14499 Mlgym: A new framework and benchmark for advancing ai research agents 2025 0
arxiv:2502.18864 Towards an ai co-scientist 2025 0
arxiv:2504.08066 The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search 2025 0
arxiv:2504.09737 Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025 2025 0
arxiv:2504.11453 A clean slate for offline reinforcement learning 2025 0
arxiv:2505.04588 Zerosearch: Incentivize the search capability of llms without searching 2025 0
arxiv:2505.07782 Mle-dojo: Interactive environments for empowering llm agents in machine learning engineering 2025 0
arxiv:2505.13941 Mlzero: A multi-agent system for end-to-end machine learning automation 2025 0
arxiv:2505.14738 R&d-agent: An llm-agent framework towards autonomous data science 2025 0
arxiv:2505.16938 Internagent: When agent becomes the scientist – building closed-loop system from hypothesis to verification 2025 0
arxiv:2505.23723 Ml-agent: Reinforcing llm agents for autonomous machine learning engineering 2025 0
arxiv:2506.01372 Ai scientists fail without strong implementation capability 2025 0
arxiv:2506.02098 LibriBrain: over 50 hours of within-subject meg to improve speech decoding methods at scale 2025 0
arxiv:2506.02153 Small Language Models are the Future of Agentic AI 2025 0
arxiv:2506.05213 LLM-First Search: Self-Guided Exploration of the Solution Space 2025 0
arxiv:2506.10165 The 2025 pnpl competition: speech detection and phoneme classification in the libribrain dataset 2025 0
arxiv:2506.10974 Automind: Adaptive knowledgeable agent for automated data science 2025 0
arxiv:2506.12618 OpenUnlearning: accelerating LLM unlearning via unified benchmarking of methods and metrics 2025 0
arxiv:2506.13131 Alphaevolve: A coding agent for scientific and algorithmic discovery 2025 0
arxiv:2506.15692 Mle-star: Machine learning engineering agent via search and targeted refinement 2025 0
arxiv:2506.16499 Ml-master: Towards ai-for-ai via integration of exploration and reasoning 2025 0
arxiv:2506.18096 Deep research agents: A systematic examination and roadmap 2025 0
arxiv:2507.01903 Ai4research: A survey of artificial intelligence for scientific research 2025 0
arxiv:2507.02554 Ai research agents for machine learning: Search, exploration, and generalization in mle-bench 2025 0
arxiv:2507.05241 Scimaster: Towards general-purpose scientific ai agents, part i. x-master as foundation: Can we lead on humanity’s last exam? 2025 0
arxiv:2507.18074 Alphago moment for model architecture discovery 2025 0
arxiv:2508.10177 Kompeteai: Accelerated autonomous multi-agent system for end-to-end pipeline generation for machine learning problems 2025 0
arxiv:2508.10925 Gpt-oss-120b & gpt-oss-20b Model Card 2025 0
arxiv:2508.12752 Deep research: A survey of autonomous research agents 2025 0
arxiv:2509.19349 Shinkaevolve: Towards open-ended and sample-efficient program evolution 2025 0
arxiv:2509.24372 Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning 2025 0
arxiv:2509.25084 Scaling generalist data-analytic agents 2025 0
arxiv:2509.26476 Regression language models for code 2025 0
arxiv:2510.02387 Cwm: An open-weights llm for research on code generation with world models 2025 0
arxiv:2510.08009 Language models do not embed numbers continuously 2025 0
arxiv:2510.08511 Automlgen: Navigating fine-grained optimization for coding agents 2025 0
arxiv:2510.16872 Deepanalyze: Agentic large language models for autonomous data science 2025 0
arxiv:2510.17795 Executable knowledge graphs for replicating ai research 2025 0
arxiv:2511.03773 Scaling agent learning via experience synthesis 2025 0
arxiv:2511.08522 Alpharesearch: Accelerating new algorithm discovery with language models 2025 0
arxiv:2511.16652 Evolution Strategies at the Hyperscale 2025 0
arxiv:2512.01822 Innogym: Benchmarking the innovation potential of ai agents 2025 0
arxiv:2512.02556 DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models 2025 0
arxiv:2512.05356 AI & Human Co-Improvement for Safer Co-Superintelligence 2025 0
arxiv:2512.09117 A categorical analysis of large language models and why llms circumvent the symbol grounding problem 2025 0
arxiv:2512.18832 From word to world: Can large language models be implicit text-based world models? 2025 0
arxiv:2512.23676 Web world models 2025 0
arxiv:2601.03267 Openai gpt-5 system card 2025 0
doi:10.1002/aaai.70002 Reproducibility in machine‐learning‐based research: Overview, barriers, and drivers 2025 0
doi:10.1002/brx2.70035 Synergizing DeepSeek's artificial intelligence innovations with brain–computer interfaces 2025 0
doi:10.1002/fer3.70008 Ce‐LLMs: Status and trends of education‐specific large language models developed in China 2025 0
doi:10.1002/fer3.70022 DeepSeek in Education: Exploring the Transformative Potential of AI‐Driven Educational Intelligence 2025 0
doi:10.1002/smr.70034 Evaluating the Test Adequacy of Benchmarks for LLMs on Code Generation 2025 0
doi:10.1002/srin.202500737 Intelligent Empowerment for Green Steel Manufacturing: Artificial Intelligence‐Driven Process Optimization 2025 0
doi:10.1002/wps.21352 Charting the evolution of artificial intelligence mental health chatbots from rule‐based systems to large language models: a systematic review 2025 0
doi:10.1007/978-3-031-84457-7_15 Agent for Machine Learning: A Text-to-Model (T2M) Approach 2025 0
doi:10.1007/978-3-031-88209-8_7 Legal Decision-Making in Algorithmic Society: Observations on Techno-Animism and Communicactivation 2025 0
doi:10.1007/978-3-031-89274-5_4 Symbolic-AI-Fusion Deep Learning (SAIF-DL): Encoding Knowledge into Training with Answer Set Programming Loss Penalties by a Novel Loss Function Approach 2025 0
doi:10.1007/978-3-031-94809-1_3 AI Tools and Technologies for Academic Research 2025 0
doi:10.1007/978-3-031-97144-0_14 Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications 2025 0
doi:10.1007/978-3-032-13562-9_5 Building LLM-Based Artificial Market Simulations: Can LLMs Function as Agents in Multi-agent Simulations for Finance? 2025 0
doi:10.1007/978-981-96-8180-8_19 Moco: A Learnable Meta Optimizer for Combinatorial Optimization 2025 0
doi:10.1007/978-981-96-9005-3_2 Learning and Teaching in AI-Empowered Higher Education 2025 0
doi:10.1007/978-981-96-9986-5_35 AutoBackend: Agent-Driven Framework for Intelligent Backend Development 2025 0
doi:10.1007/979-8-8688-0989-7_7 Reinforcement Learning and Control 2025 0
doi:10.1007/s00270-025-04171-y The Role of AI in Clinical Trial Design and Scientific Writing 2025 0
doi:10.1007/s10462-025-11241-7 A review of LLMs and their applications in the architecture, engineering and construction industry 2025 0
doi:10.1007/s10462-025-11270-2 Structural knowledge: from brain to artificial intelligence 2025 0
doi:10.1007/s11097-025-10094-3 Transforming agency: On the mode of existence of large language models 2025 0
doi:10.1007/s11098-025-02347-3 Normative conflicts and shallow AI alignment 2025 0
doi:10.1007/s11192-025-05397-w Enhancing scientific literature summarization via contrastive learning and chain-of-thought prompting 2025 0
doi:10.1007/s11229-025-05046-y ChatGPT, extended: large language models and the extended mind 2025 0
doi:10.1007/s11432-024-4222-0 The rise and potential of large language model based agents: a survey 2025 0
doi:10.1007/s11432-024-4348-6 The superalignment of superhuman intelligence with large language models 2025 0
doi:10.1007/s11432-024-4485-0 From intention to implementation: automating biomedical research via LLMs 2025 0
doi:10.1007/s11633-025-1542-8 A Survey of Embodied Learning for Object-centric Robotic Manipulation 2025 0
doi:10.1007/s11704-024-40678-2 Tool learning with large language models: a survey 2025 0
doi:10.1007/s12144-025-07438-2 Using large language models to facilitate academic work in the psychological sciences 2025 0
doi:10.1007/s12555-025-0127-1 Reinforced Intelligence Through Active Interaction in Real World: A Survey on Embodied AI 2025 0
doi:10.1016/j.aei.2025.103643 A LLM-informed multi-agent AI system for drone-based visual inspection for infrastructure 2025 0
doi:10.1016/j.arcontrol.2025.101021 Path to Artificial General Intelligence: Past, present, and future 2025 0
doi:10.1016/j.autcon.2025.106331 Multi-agent large language model framework for code-compliant automated design of reinforced concrete structures 2025 0
doi:10.1016/j.cell.2025.08.018 AI mirrors experimental science to uncover a mechanism of gene transfer crucial to bacterial evolution 2025 0
doi:10.1016/j.ces.2025.121740 Big data-driven machine learning transformation for atomic-scale heterogeneous catalyst design: a critical review 2025 0
doi:10.1016/j.cirp.2025.04.015 An LLM-enabled human demonstration-assisted hybrid robot skill synthesis approach for human-robot collaborative assembly 2025 0
doi:10.1016/j.cirp.2025.04.058 Human-centric assembly in smart factories 2025 0
doi:10.1016/j.compag.2025.110824 Designing optimal Vision Transformer architecture using differential evolution for tomato leaf disease classification 2025 0
doi:10.1016/j.compchemeng.2025.109266 Self-driving laboratories with artificial intelligence: An overview of process systems engineering perspective 2025 0
doi:10.1016/j.conengprac.2025.106513 Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine 2025 0
doi:10.1016/j.cose.2025.104350 GraphFVD: Property graph-based fine-grained vulnerability detection 2025 0
doi:10.1016/j.cosrev.2025.100755 Empowering large language models to edge intelligence: A survey of edge efficient LLMs and techniques 2025 0
doi:10.1016/j.displa.2025.103055 Summary report auto-generation based on hierarchical corpus using large language model 2025 0
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doi:10.1515/nanoph-2023-0646 Language‐controllable programmable metasurface empowered by large language models 2024 0
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doi:10.1609/aaai.v38i7.28597 NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models 2024 0
doi:10.1609/aaaiss.v3i1.31254 Evaluating Large Language Models with RAG Capability: A Perspective from Robot Behavior Planning and Execution 2024 0
doi:10.1609/icaps.v34i1.31503 On the Prospects of Incorporating Large Language Models (LLMs) in Automated Planning and Scheduling (APS) 2024 0
doi:10.1613/jair.1.14747 Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML 2024 0
doi:10.1613/jair.1.15703 Structure in Deep Reinforcement Learning: A Survey and Open Problems 2024 0
doi:10.1613/jair.1.15884 Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination 2024 0
doi:10.21203/rs.3.rs-3883562/v1 Integrating Deep Learning with Symbolic Reasoning in TinyLlama for Accurate Information Retrieval 2024 0
doi:10.2139/ssrn.4841493 FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models 2024 0
doi:10.21681/2311-3456-2024-3-68-75 METHODOLOGY FOR THE DEVELOPMENT OF AUTOMATED SOFTWARE CODE GENERATION TOOLS BY FINE-TUNING LARGE LANGUAGE MODELS 2024 0
doi:10.2196/59782 Evaluating Medical Entity Recognition in Health Care: Entity Model Quantitative Study 2024 0
doi:10.2196/62678 Advancing AI Data Ethics in Nursing: Future Directions for Nursing Practice, Research, and Education 2024 0
doi:10.22503/inftars.xxiv.2024.4.5 AGI-Correlationism and Its Discontents 2024 0
doi:10.23919/iccas63016.2024.10773080 Kolmogorov-Arnold Networks for Online Reinforcement Learning 2024 0
doi:10.26434/chemrxiv-2024-9l6jc Machine-Learning-Backed Evolutionary Exploration of Ti-rich SrTiO3(110) Surface Reconstructions 2024 0
doi:10.26599/tst.2024.9010047 Diffusion Models for Medical Image Computing: A Survey 2024 0
doi:10.32388/atahd0 aiXcoder-7B: A Lightweight and Effective Large Language Model for Code Completion 2024 0
doi:10.32604/cmc.2024.050790 A Comprehensive Survey of Recent Transformers in Image, Video and Diffusion Models 2024 0
doi:10.3389/feduc.2024.1418006 Advanced large language models and visualization tools for data analytics learning 2024 0
doi:10.3389/fpls.2024.1452551 Plant disease recognition datasets in the age of deep learning: challenges and opportunities 2024 0
doi:10.3389/frai.2024.1293084 Knowledge sharing in manufacturing using LLM-powered tools: user study and model benchmarking 2024 0
doi:10.3389/frai.2024.1460364 Large language models for whole-learner support: opportunities and challenges 2024 0
doi:10.3390/a17120582 Integrating Large Language Models and Optimization in Semi- Structured Decision Making: Methodology and a Case Study 2024 0
doi:10.3390/wevj15100438 The Safety Risks of AI-Driven Solutions in Autonomous Road Vehicles 2024 0
doi:10.34133/research.0399 Prospective Role of Foundation Models in Advancing Autonomous Vehicles 2024 0
doi:10.36227/techrxiv.171742375.53309794/v1 The Illusion of Boundless AI: Analyzing Limitations and Ethical Concerns 2024 0
doi:10.3724/2096-7004.di.2024.0001 Large Knowledge Model: Perspectives and Challenges 2024 0
doi:10.4230/oasics.dx.2024.27 On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper) 2024 0
doi:10.4324/9781003459026 Generative AI in Higher Education 2024 0
doi:10.5121/csit.2024.140703 In-Context Learning for Scalable and Online Hallucination Detection in RAGS 2024 0
doi:10.55041/ijsrem39464 Meta-Learning (Learning to Learn): Investigating How Meta-Learning Algorithms Can Improve Learning Efficiency Across Tasks 2024 0
doi:10.5539/cis.v18n1p39 DevSecOps Sentinel: GenAI-Driven Agentic Workflows for Comprehensive Supply Chain Security 2024 0
doi:10.57702/iuuvgtaz A simple framework for contrastive learning of visual representations 2024 0
doi:10.57702/o9raffed Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift 2024 0
doi:10.57702/vkcnqiqb Off-Policy Deep Reinforcement Learning without Exploration 2024 0
doi:10.57702/zp44cu3g Learning Multiple Layers of Features from Tiny Images 2024 0
doi:10.59863/miql7785 The Rise of Artificial Intelligence in Educational Measurement: Opportunities and Ethical Challenges 2024 0
arxiv:2201.11903 Chain-of-thought prompting elicits reasoning in large language models 2023 0
arxiv:2205.11916 Large language models are zero-shot reasoners 2023 0
arxiv:2210.03629 React: Synergizing reasoning and acting in language models 2023 0
arxiv:2301.08727 Neural Architecture Search: Insights from 1000 Papers 2023 0
arxiv:2301.12987 The Optimal Choice of Hypothesis Is the Weakest, Not the Shortest 2023 0
arxiv:2302.09051 Complex QA and language models hybrid architectures, Survey 2023 0
arxiv:2302.13971 LLaMA: open and efficient foundation language models 2023 0
arxiv:2303.10158 Data-centric artificial intelligence: A survey 2023 0
arxiv:2303.13375 Capabilities of GPT-4 on Medical Challenge Problems 2023 0
arxiv:2304.07193 DINOv2: Learning Robust Visual Features without Supervision 2023 0
arxiv:2305.14259 Scimon: Scientific inspiration machines optimized for novelty, 2024b 2023 0
arxiv:2305.17144 Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory 2023 0
arxiv:2306.08647 Language to rewards for robotic skill synthesis 2023 0
arxiv:2306.12672 From word models to world models: Translating from natural language to the probabilistic language of thought 2023 0
arxiv:2307.15008 A LLM Assisted Exploitation of AI-Guardian 2023 0
arxiv:2310.12931 Eureka: Human-level reward design via coding large language models 2023 0
arxiv:2310.15164 LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers 2023 0
arxiv:2311.16079 MEDITRON-70B: Scaling Medical Pretraining for Large Language Models 2023 0
arxiv:2312.09390 Weak-to-strong generalization: Eliciting strong capabilities with weak supervision, 2023 2023 0
doi:10.1001/jamanetworkopen.2023.43689 Leveraging Large Language Models for Decision Support in Personalized Oncology 2023 0
doi:10.1002/mef2.43 Accelerating the integration of ChatGPT and other large‐scale AI models into biomedical research and healthcare 2023 0
doi:10.1007/978-3-031-33469-6_5 The Optimal Choice of Hypothesis Is the Weakest, Not the Shortest 2023 0
doi:10.1007/s10514-023-10136-2 Large language models for chemistry robotics 2023 0
doi:10.1007/s11263-023-01785-y Neural Architecture Search for Dense Prediction Tasks in Computer Vision 2023 0
doi:10.1007/s12599-023-00834-7 Generative AI 2023 0
doi:10.1016/j.aiopen.2023.08.012 GPT understands, too 2023 0
doi:10.1016/j.apsadv.2023.100523 Scope of machine learning in materials research—A review 2023 0
doi:10.1016/j.asoc.2023.110757 Multiobjective evolutionary pruning of Deep Neural Networks with Transfer Learning for improving their performance and robustness 2023 0
doi:10.1016/j.cogsys.2023.101155 Inductive reasoning in humans and large language models 2023 0
doi:10.1016/j.compbiomed.2023.107356 Artificial intelligence in cancer diagnosis and therapy: Current status and future perspective 2023 0
doi:10.1016/j.dss.2023.114043 Utilizing the omnipresent: Incorporating digital documents into predictive process monitoring using deep neural networks 2023 0
doi:10.1016/j.eswa.2023.122499 Meta-IRLSOT++: A meta-inverse reinforcement learning method for fast adaptation of trajectory prediction networks 2023 0
doi:10.1016/j.icte.2023.11.001 Training-free neural architecture search: A review 2023 0
doi:10.1016/j.inffus.2023.102135 General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance 2023 0
doi:10.1016/j.ipm.2023.103454 Cyberbullying detection for low-resource languages and dialects: Review of the state of the art 2023 0
doi:10.1016/j.jag.2023.103569 Ten deep learning techniques to address small data problems with remote sensing 2023 0
doi:10.1016/j.jbi.2023.104487 BioREx: Improving biomedical relation extraction by leveraging heterogeneous datasets 2023 0
doi:10.1016/j.jfop.2023.100005 Conversational AI Models for ophthalmic diagnosis: Comparison of ChatGPT and the Isabel Pro Differential Diagnosis Generator 2023 0
doi:10.1016/j.jss.2023.111734 GitHub Copilot AI pair programmer: Asset or Liability? 2023 0
doi:10.1016/j.knosys.2023.110335 Deep reinforcement learning in recommender systems: A survey and new perspectives 2023 0
doi:10.1016/j.neucom.2023.02.049 Distributional reinforcement learning with unconstrained monotonic neural networks 2023 0
doi:10.1016/j.neunet.2023.01.041 Continual Object Detection: A review of definitions, strategies, and challenges 2023 0
doi:10.1016/j.nlp.2023.100048 A survey of GPT-3 family large language models including ChatGPT and GPT-4 2023 0
doi:10.1016/j.rser.2023.114248 Deep reinforcement learning based energy management strategies for electrified vehicles: Recent advances and perspectives 2023 0
doi:10.1016/j.sysarc.2023.102990 A survey of techniques for optimizing transformer inference 2023 0
doi:10.1016/j.tics.2023.08.006 What are large language models supposed to model? 2023 0
doi:10.1016/j.tics.2023.10.002 Generating meaning: active inference and the scope and limits of passive AI 2023 0
doi:10.1016/s2589-7500(23)00201-7 Large language models and their impact in ophthalmology 2023 0
doi:10.1021/acsphotonics.3c00156 Neural Operator-Based Surrogate Solver for Free-Form Electromagnetic Inverse Design 2023 0
doi:10.1021/jacs.2c13467 Generative Models as an Emerging Paradigm in the Chemical Sciences 2023 0
doi:10.1038/s41551-023-01056-8 Algorithmic fairness in artificial intelligence for medicine and healthcare 2023 0
doi:10.1038/s41562-023-01659-w Emergent analogical reasoning in large language models 2023 0
doi:10.1038/s41562-023-01742-2 Machine culture 2023 0
doi:10.1038/s41586-023-06291-2 Large language models encode clinical knowledge 2023 0
doi:10.1038/s41586-023-06647-8 Role play with large language models 2023 0
doi:10.1038/s41586-023-06792-0 Autonomous chemical research with large language models 2023 0
doi:10.1038/s41591-023-02448-8 Large language models in medicine 2023 0
doi:10.1038/s41593-023-01382-9 Organizing memories for generalization in complementary learning systems 2023 0
doi:10.1038/s42256-023-00754-x A social path to human-like artificial intelligence 2023 0
doi:10.1038/s43856-023-00370-1 The future landscape of large language models in medicine 2023 0
doi:10.1038/s44159-023-00241-5 Using large language models in psychology 2023 0
doi:10.1039/d3dd00112a Domain-specific chatbots for science using embeddings 2023 0
doi:10.1039/d3dd00113j 14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon 2023 0
doi:10.1063/5.0146905 Deep ensembles vs committees for uncertainty estimation in neural-network force fields: Comparison and application to active learning 2023 0
doi:10.1063/5.0175686 A comparative study on metric based meta learning approaches for few-shot image and text classification 2023 0
doi:10.1080/08874417.2023.2261010 The Potential of Generative Artificial Intelligence Across Disciplines: Perspectives and Future Directions 2023 0
doi:10.1093/bioinformatics/btad310 AIONER: all-in-one scheme-based biomedical named entity recognition using deep learning 2023 0
doi:10.1093/bioinformatics/btad599 GNorm2: an improved gene name recognition and normalization system 2023 0
doi:10.1093/gji/ggad460 DAS-N2N: machine learning distributed acoustic sensing (DAS) signal denoising without clean data 2023 0
doi:10.1093/oso/9780197653302.001.0001 From Deep Learning to Rational Machines 2023 0
doi:10.1101/2023.03.02.23286705 AI chatbots not yet ready for clinical use 2023 0
doi:10.1109/access.2023.3253818 Neural Architecture Search Benchmarks: Insights and Survey 2023 0
doi:10.1109/access.2023.3300381 From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy 2023 0
doi:10.1109/cog57401.2023.10333174 Two-Memory Reinforcement Learning 2023 0
doi:10.1109/cog57401.2023.10333214 Extend Wave Function Collapse Algorithm to Large-Scale Content Generation 2023 0
doi:10.1109/comst.2023.3239220 Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges 2023 0
doi:10.1109/cvpr52729.2023.00593 A Dynamic Multi-Scale Voxel Flow Network for Video Prediction 2023 0
doi:10.1109/cvpr52729.2023.01320 Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction 2023 0
doi:10.1109/cvpr52729.2023.01385 InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions 2023 0
doi:10.1109/fdl59689.2023.10272045 PLiNIO: A User-Friendly Library of Gradient-Based Methods for Complexity-Aware DNN Optimization 2023 0
doi:10.1109/iccad57390.2023.10323812 Invited Paper: VerilogEval: Evaluating Large Language Models for Verilog Code Generation 2023 0
doi:10.1109/iccad57390.2023.10323953 GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models 2023 0
doi:10.1109/iccv51070.2023.01100 Sigmoid Loss for Language Image Pre-Training 2023 0
doi:10.1109/icpads60453.2023.00126 Distributed Training of Large Language Models 2023 0
doi:10.1109/icra48891.2023.10160583 Benchmarking Reinforcement Learning Techniques for Autonomous Navigation 2023 0
doi:10.1109/icra48891.2023.10160591 Code as Policies: Language Model Programs for Embodied Control 2023 0
doi:10.1109/icra48891.2023.10161267 Efficient Learning of Locomotion Skills through the Discovery of Diverse Environmental Trajectory Generator Priors 2023 0
doi:10.1109/icra48891.2023.10161317 ProgPrompt: Generating Situated Robot Task Plans using Large Language Models 2023 0
doi:10.1109/icse-fose59343.2023.00008 Large Language Models for Software Engineering: Survey and Open Problems 2023 0
doi:10.1109/icse48619.2023.00129 Automated Program Repair in the Era of Large Pre-trained Language Models 2023 0
doi:10.1109/ictc58733.2023.10392629 AuPPLE: Augmented Physical Priors through Language Enhancement using Self-Supervised Learning 2023 0
doi:10.1109/jas.2023.123618 A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development 2023 0
doi:10.1109/jbhi.2023.3316750 Large AI Models in Health Informatics: Applications, Challenges, and the Future 2023 0
doi:10.1109/mts.2023.3306532 Potential Impact of Data-Centric AI on Society 2023 0
doi:10.1109/satml54575.2023.00039 Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks 2023 0
doi:10.1109/tai.2023.3314581 An Overview of Swarm Coordinated Control 2023 0
doi:10.1109/tase.2023.3292388 Safe Model-Based Reinforcement Learning With an Uncertainty-Aware Reachability Certificate 2023 0
doi:10.1109/taslp.2023.3288409 AudioLM: A Language Modeling Approach to Audio Generation 2023 0
doi:10.1109/taslp.2023.3328283 End-to-End Speech Recognition: A Survey 2023 0
doi:10.1109/tetc.2023.3322033 Enhancing Neural Architecture Search With Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices 2023 0
doi:10.1109/tevc.2023.3348475 Toward Evolutionary Multitask Convolutional Neural Architecture Search 2023 0
doi:10.1109/tits.2023.3259322 A Survey on Safety-Critical Driving Scenario Generation—A Methodological Perspective 2023 0
doi:10.1109/tnnls.2023.3250269 A Survey on Offline Reinforcement Learning: Taxonomy, Review, and Open Problems 2023 0
doi:10.1109/tpami.2023.3240565 DeepEIT: Deep Image Prior Enabled Electrical Impedance Tomography 2023 0
doi:10.1109/tpami.2023.3292075 Transfer Learning in Deep Reinforcement Learning: A Survey 2023 0
doi:10.1109/tpami.2023.3294394 Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning 2023 0
doi:10.1109/tro.2023.3257541 Asymmetric Self-Play-Enabled Intelligent Heterogeneous Multirobot Catching System Using Deep Multiagent Reinforcement Learning 2023 0
doi:10.1109/tro.2023.3308780 Circular Accessible Depth: A Robust Traversability Representation for UGV Navigation 2023 0
doi:10.1109/tvcg.2023.3327163 AttentionViz: A Global View of Transformer Attention 2023 0
doi:10.1115/1.4063843 MechGPT, a Language-Based Strategy for Mechanics and Materials Modeling That Connects Knowledge Across Scales, Disciplines, and Modalities 2023 0
doi:10.1117/12.2675573 YOLOv8 for defect inspection of hexagonal directed self-assembly patterns: a data-centric approach 2023 0
doi:10.1145/3576896 A Computational Inflection for Scientific Discovery 2023 0
doi:10.1145/3578938 Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better 2023 0
doi:10.1145/3593013.3594033 Harms from Increasingly Agentic Algorithmic Systems 2023 0
doi:10.1145/3605943 Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey 2023 0
doi:10.1155/2023/1923981 Testing the Ability of Teachers and Students to Differentiate between Essays Generated by ChatGPT and High School Students 2023 0
doi:10.1162/coli_a_00492 Language Model Behavior: A Comprehensive Survey 2023 0
doi:10.1177/26339137231162025 A learning agent that acquires social norms from public sanctions in decentralized multi-agent settings 2023 0
doi:10.1257/jel.20231736 Generative AI for Economic Research: Use Cases and Implications for Economists 2023 0
doi:10.1371/journal.pdig.0000416 GPT-4 can pass the Korean National Licensing Examination for Korean Medicine Doctors 2023 0
doi:10.1561/9781638282099 Tutorial on Amortized Optimization 2023 0
doi:10.1609/aiide.v19i1.27516 Learning of Generalizable and Interpretable Knowledge in Grid-Based Reinforcement Learning Environments 2023 0
doi:10.1613/jair.1.14174 A Survey of Zero-shot Generalisation in Deep Reinforcement Learning 2023 0
doi:10.1787/0e1b4c2f-en High-performance computing leadership to enable advances in artificial intelligence and a thriving compute ecosystem 2023 0
doi:10.1787/1f717652-en Quantifying the “cognitive extent” of science and how it has changed over time and across countries 2023 0
doi:10.1787/2d0478b9-en Interpretability: Should – and can – we understand the reasoning of machine-learning systems? 2023 0
doi:10.1787/63e48242-en The end of Moore’s Law? Innovation in computer systems continues at a high pace 2023 0
doi:10.1787/6f256d17-en Eroom’s Law and the decline in the productivity of biopharmaceutical R&D 2023 0
doi:10.1787/7b7b1bce-en Artificial intelligence for science and engineering: A priority for public investment in research and development 2023 0
doi:10.1787/b885eecd-en Lessons from shortcomings in machine learning for medical imaging 2023 0
doi:10.1787/f1262928-en Preface 2023 0
doi:10.18653/v1/2023.acl-long Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2023 0
doi:10.18653/v1/2023.acl-long.147 Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models 2023 0
doi:10.18653/v1/2023.acl-long.267 Pre-Training to Learn in Context 2023 0
doi:10.18653/v1/2023.acl-long.294 Reasoning with Language Model Prompting: A Survey 2023 0
doi:10.18653/v1/2023.acl-long.385 Few-shot In-context Learning on Knowledge Base Question Answering 2023 0
doi:10.18653/v1/2023.acl-long.557 Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions 2023 0
doi:10.18653/v1/2023.acl-long.626 Is GPT-3 a Good Data Annotator? 2023 0
doi:10.18653/v1/2023.acl-long.727 Exploring and Verbalizing Academic Ideas by Concept Co-occurrence 2023 0
doi:10.18653/v1/2023.acl-long.767 Training Trajectories of Language Models Across Scales 2023 0
doi:10.18653/v1/2023.acl-long.870 Can Large Language Models Be an Alternative to Human Evaluations? 2023 0
doi:10.18653/v1/2023.acl-short Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) 2023 0
doi:10.18653/v1/2023.acl-short.38 Grokking of Hierarchical Structure in Vanilla Transformers 2023 0
doi:10.18653/v1/2023.conll-babylm.1 Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora 2023 0
doi:10.18653/v1/2023.emnlp-demo.49 Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding 2023 0
doi:10.18653/v1/2023.emnlp-main.153 G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment 2023 0
doi:10.18653/v1/2023.emnlp-main.313 LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers 2023 0
doi:10.18653/v1/2023.emnlp-main.322 Query Rewriting in Retrieval-Augmented Large Language Models 2023 0
doi:10.18653/v1/2023.emnlp-main.330 Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback 2023 0
doi:10.18653/v1/2023.emnlp-main.398 Enabling Large Language Models to Generate Text with Citations 2023 0
doi:10.18653/v1/2023.emnlp-main.495 Active Retrieval Augmented Generation 2023 0
doi:10.18653/v1/2023.emnlp-main.557 SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models 2023 0
doi:10.18653/v1/2023.findings-acl.247 Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers 2023 0
doi:10.18653/v1/2023.findings-acl.507 Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes 2023 0
doi:10.18653/v1/2023.findings-acl.527 What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning 2023 0
doi:10.18653/v1/2023.findings-acl.660 DePlot: One-shot visual language reasoning by plot-to-table translation 2023 0
doi:10.18653/v1/2023.findings-acl.67 Towards Reasoning in Large Language Models: A Survey 2023 0
doi:10.18653/v1/2023.findings-acl.795 Language Modeling with Latent Situations 2023 0
doi:10.18653/v1/2023.findings-acl.824 Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them 2023 0
doi:10.18653/v1/2023.findings-emnlp.201 Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning 2023 0
doi:10.18653/v1/2023.findings-emnlp.378 Measuring and Narrowing the Compositionality Gap in Language Models 2023 0
doi:10.18653/v1/2023.findings-emnlp.620 Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy 2023 0
doi:10.18653/v1/2023.findings-emnlp.624 In-Context Learning Creates Task Vectors 2023 0
doi:10.18653/v1/2023.findings-emnlp.725 HuatuoGPT, Towards Taming Language Model to Be a Doctor 2023 0
doi:10.18653/v1/2023.findings-emnlp.799 Defining a New NLP Playground 2023 0
doi:10.18653/v1/2023.findings-emnlp.926 A Comprehensive Evaluation of Tool-Assisted Generation Strategies 2023 0
doi:10.18653/v1/2023.ijcnlp-main.45 A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity 2023 0
doi:10.18653/v1/2023.law-1.25 When Do Annotator Demographics Matter? Measuring the Influence of Annotator Demographics with the POPQUORN Dataset 2023 0
doi:10.20944/preprints202305.1565.v2 Re-think Data Strategy and Integration for Artificial Intelligence: Concepts, Opportunities and Challenges 2023 0
doi:10.21203/rs.3.rs-2895792/v1 A Categorical Archive of ChatGPT Failures 2023 0
doi:10.2139/ssrn.4341500 Is ChatGPT Leading Generative AI? What is Beyond Expectations? 2023 0
doi:10.2139/ssrn.4574814 Generative AI: Overview, Economic Impact, and Applications in Asset Management 2023 0
doi:10.2139/ssrn.4605089 A Scientific Corpus and Search Engine for Biomimetics 2023 0
doi:10.2139/ssrn.4621210 Humanity Amplified: The Fusion of Deep Learning and Human Insight to Shape the Future of Innovation 2023 0
doi:10.31223/x52h3b Ten deep learning techniques to address small data problems with remote sensing 2023 0
doi:10.31234/osf.io/8xgzv Generating Meaning: Active Inference and the Scope and Limits of Passive AI 2023 0
doi:10.3386/w31161 Generative AI at Work 2023 0
doi:10.3389/fnins.2023.1183321 Meta-SpikePropamine: learning to learn with synaptic plasticity in spiking neural networks 2023 0
doi:10.3389/fpsyg.2023.1181712 Reflection on whether Chat GPT should be banned by academia from the perspective of education and teaching 2023 0
doi:10.3389/fpubh.2023.1166120 ChatGPT and the rise of large language models: the new AI-driven infodemic threat in public health 2023 0
doi:10.3390/languages8030191 Exploring the Ethical Dimensions of Using ChatGPT in Language Learning and Beyond 2023 0
doi:10.36227/techrxiv.21965675 The Optimal Choice of Hypothesis Is the Weakest, Not the Shortest 2023 0
doi:10.36227/techrxiv.23589741.v1 A Survey on Large Language Models: Applications, Challenges, Limitations, and Practical Usage 2023 0
doi:10.36227/techrxiv.23589741.v3 Large Language Models: A Comprehensive Survey of its Applications, Challenges, Limitations, and Future Prospects 2023 0
doi:10.36227/techrxiv.23589741.v4 Large Language Models: A Comprehensive Survey of its Applications, Challenges, Limitations, and Future Prospects 2023 0
doi:10.38023/ad948078-108b-4c66-8d61-c2e97e270b31 Visualization in the Era of Artificial Intelligence 2023 0
doi:10.4230/lipics.cosit.2024.11 GPT-4 Technical Report 2023 0
doi:10.4230/lipics.giscience.2023.43 Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics 2023 0
doi:10.4230/lipics.itp.2023.19 Exploiting Generative AI to Scale up Intelligent Tutoring Systems 2023 0
doi:10.4324/9781003320609-52 Race After Technology 2023 0
doi:10.53761/1.20.02.07 Academic Integrity considerations of AI Large Language Models in the post-pandemic era: ChatGPT and beyond 2023 0
doi:10.7551/mitpress/14207.001.0001 Distributional Reinforcement Learning 2023 0
doi:10.7759/cureus.50729 Safety of Large Language Models in Addressing Depression 2023 0
arxiv:1606.04671 Progressive Neural Networks 2022 0
arxiv:2007.04074 Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning 2022 0
arxiv:2108.07258 On the Opportunities and Risks of Foundation Models 2022 0
arxiv:2201.02177 Grokking: Generalization beyond overfitting on small algorithmic datasets 2022 0
arxiv:2202.07646 Quantifying Memorization Across Neural Language Models 2022 0
arxiv:2203.02155 Training language models to follow instructions with human feedback 2022 0
arxiv:2203.11171 Self-consistency improves chain of thought reasoning in language models 2022 0
arxiv:2206.08896 Evolution through large models, 2022 2022 0
arxiv:2209.11895 In-context learning and induction heads 2022 0
arxiv:2210.05359 Mind’s eye: Grounded language model reasoning through simulation 2022 0
arxiv:2211.09085 Galactica: A Large Language Model for Science 2022 0
arxiv:2211.09760 Velo: Training versatile learned optimizers by scaling up 2022 0
arxiv:2212.08073 Constitutional AI: Harmlessness from AI Feedback 2022 0
doi:10.1007/978-3-030-99736-6_34 Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review 2022 0
doi:10.1007/978-3-658-38891-1_6 Nutzen und Grenzen der KI am Beispiel der Corona-Pandemie 2022 0
doi:10.1007/s11263-022-01653-1 Learning to Prompt for Vision-Language Models 2022 0
doi:10.1016/j.csl.2022.101429 On the effect of dropping layers of pre-trained transformer models 2022 0
doi:10.1016/j.jcp.2022.111121 Meta-learning PINN loss functions 2022 0
doi:10.1016/j.neunet.2022.03.037 Deep learning, reinforcement learning, and world models 2022 0
doi:10.1016/j.pecs.2022.101010 Combustion machine learning: Principles, progress and prospects 2022 0
doi:10.1016/j.rcim.2022.102517 A review on reinforcement learning for contact-rich robotic manipulation tasks 2022 0
doi:10.1038/s42256-022-00591-4 Language and culture internalization for human-like autotelic AI 2022 0
doi:10.1093/bib/bbac268 Contexts and contradictions: a roadmap for computational drug repurposing with knowledge inference 2022 0
doi:10.1093/bioinformatics/btac537 tmVar 3.0: an improved variant concept recognition and normalization tool 2022 0
doi:10.1093/oso/9780192843883.001.0001 Natural General Intelligence 2022 0
doi:10.1093/oso/9780192843883.002.0003 Copyright Page 2022 0
doi:10.1093/oso/9780192843883.002.0004 Preface 2022 0
doi:10.1093/oso/9780192843883.002.0006 Abbreviations 2022 0
doi:10.1093/oso/9780192843883.003.0002 The nature of intelligence 2022 0
doi:10.1093/oso/9780192843883.003.0003 The language of thought 2022 0
doi:10.1093/oso/9780192843883.003.0004 The structure of knowledge 2022 0
doi:10.1093/oso/9780192843883.003.0006 The value of action 2022 0
doi:10.1093/oso/9780192843883.003.0007 The control of memory 2022 0
doi:10.1093/oso/9780192843883.003.0008 A picture of the mind 2022 0
doi:10.1098/rspa.2021.0068 Inductive biases for deep learning of higher-level cognition 2022 0
doi:10.1109/access.2022.3192019 A Review of End-to-End Autonomous Driving in Urban Environments 2022 0
doi:10.1109/cvpr52688.2022.00024 Learning to Prompt for Continual Learning 2022 0
doi:10.1109/cvpr52688.2022.00951 Anomaly Detection via Reverse Distillation from One-Class Embedding 2022 0
doi:10.1109/cvpr52688.2022.01170 Swin Transformer V2: Scaling Up Capacity and Resolution 2022 0
doi:10.1109/cvpr52688.2022.01179 Scaling Vision Transformers 2022 0
doi:10.1109/cvpr52688.2022.01377 MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning 2022 0
doi:10.1109/cvpr52688.2022.01434 When Does Contrastive Visual Representation Learning Work? 2022 0
doi:10.1109/cvpr52688.2022.01631 Conditional Prompt Learning for Vision-Language Models 2022 0
doi:10.1109/icassp43922.2022.9747766 AASIST: Audio Anti-Spoofing Using Integrated Spectro-Temporal Graph Attention Networks 2022 0
doi:10.1109/icde53745.2022.00077 Federated Learning on Non-IID Data Silos: An Experimental Study 2022 0
doi:10.1109/icra46639.2022.9811559 Dynamics-Aware Quality-Diversity for Efficient Learning of Skill Repertoires 2022 0
doi:10.1109/icra46639.2022.9812249 Deep Drifting: Autonomous Drifting of Arbitrary Trajectories using Deep Reinforcement Learning 2022 0
doi:10.1109/lra.2022.3186494 Efficient Spatiotemporal Transformer for Robotic Reinforcement Learning 2022 0
doi:10.1109/smc53654.2022.9945326 Task Detection in Continual Learning via Familiarity Autoencoders 2022 0
doi:10.1109/sp46214.2022.9833571 Asleep at the Keyboard? Assessing the Security of GitHub Copilot’s Code Contributions 2022 0
doi:10.1109/tnnls.2022.3142822 Efficient Deep Reinforcement Learning With Imitative Expert Priors for Autonomous Driving 2022 0
doi:10.1109/tnnls.2022.3152527 Learning From Noisy Labels With Deep Neural Networks: A Survey 2022 0
doi:10.1109/tnnls.2022.3182979 Backdoor Learning: A Survey 2022 0
doi:10.1109/tpami.2022.3157033 Constructing Stronger and Faster Baselines for Skeleton-Based Action Recognition 2022 0
doi:10.1109/tpami.2022.3162397 Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses 2022 0
doi:10.1109/tpami.2022.3190471 MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning 2022 0
doi:10.1109/tpami.2022.3213473 Class-Incremental Learning: Survey and Performance Evaluation on Image Classification 2022 0
doi:10.1109/tpami.2022.3213503 Robust Losses for Learning Value Functions 2022 0
doi:10.1109/tpami.2022.3220744 The Shape of Learning Curves: A Review 2022 0
doi:10.1109/tsg.2022.3154718 Reinforcement Learning for Selective Key Applications in Power Systems: Recent Advances and Future Challenges 2022 0
doi:10.1109/wacv51458.2022.00112 Self-Supervised Pretraining Improves Self-Supervised Pretraining 2022 0
doi:10.1126/science.abq1158 Competition-level code generation with alphacode 2022 0
doi:10.1126/scirobotics.abo0235 From motor control to team play in simulated humanoid football 2022 0
doi:10.1145/3485128 Tackling Climate Change with Machine Learning 2022 0
doi:10.1145/3487569 In-IDE Code Generation from Natural Language: Promise and Challenges 2022 0
doi:10.1145/3501385.3543957 Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models 2022 0
doi:10.1145/3501714.3501755 Causality for Machine Learning 2022 0
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