Large Language Models

Self-Evaluation Guided Beam Search for Reasoning NeurIPS 2023 Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023 Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking EMNLP 2023 SeqXGPT: Sentence-Level AI-Generated Text Detection EMNLP 2023 Show Me How It’s Done: The Role of Explanations in Fine-Tuning Language Models ACML 2023 SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models ICML 2023 Socratic Questioning of Novice Debuggers: A Benchmark Dataset and Preliminary Evaluations ACL 2023 Solving Math Word Problems via Cooperative Reasoning induced Language Models ACL 2023 SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot ICML 2023 SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities EMNLP 2023 SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF EMNLP 2023 Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning ACL 2023 Strong and Efficient Baselines for Open Domain Conversational Question Answering EMNLP 2023 Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation EMNLP 2023 SUDS: Scalable Urban Dynamic Scenes CVPR 2023 SummIt: Iterative Text Summarization via ChatGPT EMNLP 2023 Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning EMNLP 2023 Symbolization, Prompt, and Classification: A Framework for Implicit Speaker Identification in Novels EMNLP 2023 Symbol-LLM: Leverage Language Models for Symbolic System in Visual Human Activity Reasoning NeurIPS 2023 Symbol tuning improves in-context learning in language models EMNLP 2023 Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models ICML 2023 Systematic Assessment of Factual Knowledge in Large Language Models EMNLP 2023 Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation ACL 2023 Systematic Rectification of Language Models via Dead-end Analysis ICLR 2023 Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023