Large Language Models

PSLM: Parallel Generation of Text and Speech with LLMs for Low-Latency Spoken Dialogue Systems EMNLP 2024 Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes ACL 2024 PURE: Aligning LLM via Pluggable Query Reformulation for Enhanced Helpfulness EMNLP 2024 Purpose Enhanced Reasoning through Iterative Prompting: Uncover Latent Robustness of ChatGPT on Code Comprehension IJCAI 2024 Puzzle Solving using Reasoning of Large Language Models: A Survey EMNLP 2024 PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression NeurIPS 2024 PWEITINLP at SemEval-2024 Task 3: Two Step Emotion Cause Analysis SemEval 2024 Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts EMNLP 2024 Q-Probe: A Lightweight Approach to Reward Maximization for Language Models ICML 2024 Quality-Diversity through AI Feedback ICLR 2024 Quality Diversity through Human Feedback: Towards Open-Ended Diversity-Driven Optimization ICML 2024 Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024 Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing NeurIPS 2024 Quantifying the Persona Effect in LLM Simulations ACL 2024 Quantifying Uncertainty in Natural Language Explanations of Large Language Models AISTATS 2024 Query-OPT: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting Summarization EMNLP 2024 Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks ACL 2024 Question Aware Vision Transformer for Multimodal Reasoning CVPR 2024 Questioning the Survey Responses of Large Language Models NeurIPS 2024 QUEST: Query-Aware Sparsity for Efficient Long-Context LLM Inference ICML 2024 QUIK: Towards End-to-end 4-Bit Inference on Generative Large Language Models EMNLP 2024 QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis EMNLP 2024 R2E: Turning any Github Repository into a Programming Agent Environment ICML 2024 R3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL EMNLP 2024 RACAI at ClimateActivism 2024: Improving Detection of Hate Speech by Extending LLM Predictions with Handcrafted Features EACL 2024