Large Language Models

DataTales: A Benchmark for Real-World Intelligent Data Narration EMNLP 2024 DaVinci at SemEval-2024 Task 9: Few-shot prompting GPT-3.5 for Unconventional Reasoning SemEval 2024 DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding EMNLP 2024 D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models NeurIPS 2024 DDPrompt: Differential Diversity Prompting in Large Language Models ACL 2024 Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models ACL 2024 Debating with More Persuasive LLMs Leads to More Truthful Answers ICML 2024 DebugBench: Evaluating Debugging Capability of Large Language Models ACL 2024 Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games ACL 2024 Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression ICML 2024 Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models EMNLP 2024 Decoding-Time Language Model Alignment with Multiple Objectives NeurIPS 2024 Decoding-time Realignment of Language Models ICML 2024 Decompose and Compare Consistency: Measuring VLMs’ Answer Reliability via Task-Decomposition Consistency Comparison EMNLP 2024 Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling ICML 2024 DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection ICML 2024 DE-COP: Detecting Copyrighted Content in Language Models Training Data ICML 2024 Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability ACL 2024 DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution NeurIPS 2024 Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization ACL 2024 Degeneration-free Policy Optimization: RL Fine-Tuning for Language Models without Degeneration ICML 2024 Deja Vu at SemEval 2024 Task 9: A Comparative Study of Advanced Language Models for Commonsense Reasoning SemEval 2024 DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving ICML 2024 DeliGrasp: Inferring Object Properties with LLMs for Adaptive Grasp Policies CoRL 2024 Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models NeurIPS 2024