Large Language Models

β-DPO: Direct Preference Optimization with Dynamic β NeurIPS 2024 ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs NeurIPS 2024 MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts ICML 2024 0x.Yuan at SemEval-2024 Task 5: Enhancing Legal Argument Reasoning with Structured Prompts SemEval 2024 3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NeurIPS 2024 AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark EMNLP 2024 A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential ACL 2024 AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters ACL 2024 AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation ACL 2024 Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024 Accelerating Multilingual Language Model for Excessively Tokenized Languages ACL 2024 ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning EMNLP 2024 “According to . . . ”: Prompting Language Models Improves Quoting from Pre-Training Data EACL 2024 AceGPT, Localizing Large Language Models in Arabic NAACL 2024 AC-EVAL: Evaluating Ancient Chinese Language Understanding in Large Language Models EMNLP 2024 Achieving Stronger Generation via Simple Contrastive Tuning EMNLP 2024 ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications NAACL 2024 A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation EACL 2024 A Comparative Study of Explicit and Implicit Gender Biases in Large Language Models via Self-evaluation COLING 2024 A Comparison of Fine-Tuning and In-Context Learning for Clause-Level Morphosyntactic Alternation NAACL 2024 A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives EMNLP 2024 A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators AAAI 2024 A Comprehensive Evaluation of Inductive Reasoning Capabilities and Problem Solving in Large Language Models EACL 2024 A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models ACL 2024 A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery EMNLP 2024