Large Language Models

StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses NeurIPS 2024 Stress-Testing Capability Elicitation With Password-Locked Models NeurIPS 2024 Strong hallucinations from negation and how to fix them ACL 2024 StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation ACL 2024 Structured Optimal Brain Pruning for Large Language Models EMNLP 2024 StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024 Style-Specific Neurons for Steering LLMs in Text Style Transfer EMNLP 2024 Subjective Topic meets LLMs: Unleashing Comprehensive, Reflective and Creative Thinking through the Negation of Negation EMNLP 2024 Subjectivity Detection in English News using Large Language Models ACL 2024 Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models ACL 2024 Subword Segmentation in LLMs: Looking at Inflection and Consistency EMNLP 2024 SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering NeurIPS 2024 Symbolic Regression with a Learned Concept Library NeurIPS 2024 Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP 2024 Systematic Task Exploration with LLMs: A Study in Citation Text Generation ACL 2024 TableRAG: Million-Token Table Understanding with Language Models NeurIPS 2024 TaD: A Plug-and-Play Task-Aware Decoding Method to Better Adapt LLMs on Downstream Tasks IJCAI 2024 Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment EMNLP 2024 TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL 2024 Task Contamination: Language Models May Not Be Few-Shot Anymore AAAI 2024 Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion EMNLP 2024 Team ISM at CLPsych 2024: Extracting Evidence of Suicide Risk from Reddit Posts with Knowledge Self-Generation and Output Refinement using A Large Language Model EACL 2024 TeleChat: An Open-source Billingual Large Language Model ACL 2024 Tell me what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting Summarization EMNLP 2024 TempCompass: Do Video LLMs Really Understand Videos? ACL 2024