Large Language Models

A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains ACL 2024 A Closer Look at the Limitations of Instruction Tuning ICML 2024 A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models ACL 2024 A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models EMNLP 2024 A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery EMNLP 2024 A Critical Evaluation of AI Feedback for Aligning Large Language Models NeurIPS 2024 ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024 Active Preference Learning for Large Language Models ICML 2024 Actor Identification in Discourse: A Challenge for LLMs? EACL 2024 AdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models EMNLP 2024 Adaptable Moral Stances of Large Language Models on Sexist Content: Implications for Society and Gender Discourse EMNLP 2024 Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve? EMNLP 2024 Adapting LLMs for Structured Natural Language API Integration EMNLP 2024 Adaption-of-Thought: Learning Question Difficulty Improves Large Language Models for Reasoning EMNLP 2024 Adaptive Axes: A Pipeline for In-domain Social Stereotype Analysis EMNLP 2024 Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts ICLR 2024 Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts EMNLP 2024 Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation EMNLP 2024 Adaptive Language-Guided Abstraction from Contrastive Explanations CoRL 2024 Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations EMNLP 2024 Adaptive Text Watermark for Large Language Models ICML 2024 AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024 Ad Auctions for LLMs via Retrieval Augmented Generation NeurIPS 2024 A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques ACL 2024 A Dual-Prompting for Interpretable Mental Health Language Models EACL 2024