Large Language Models

LLM Explainability via Attributive Masking Learning EMNLP 2024 LLM Factoscope: Uncovering LLMs’ Factual Discernment through Measuring Inner States ACL 2024 LLM-GEm: Large Language Model-Guided Prediction of People’s Empathy Levels towards Newspaper Article EACL 2024 LLM Knows Body Language, Too: Translating Speech Voices into Human Gestures ACL 2024 LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning ICML 2024 LLMR: Knowledge Distillation with a Large Language Model-Induced Reward COLING 2024 LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts ACL 2024 LLMs are Good Action Recognizers CVPR 2024 LLMs as Collaborator: Demands-Guided Collaborative Retrieval-Augmented Generation for Commonsense Knowledge-Grounded Open-Domain Dialogue Systems EMNLP 2024 LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024 LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024 LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024 LLMSegm: Surface-level Morphological Segmentation Using Large Language Model COLING 2024 LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error ACL 2024 LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law EMNLP 2024 LLMs Simulate Big5 Personality Traits: Further Evidence EACL 2024 LLMSYN: Generating Synthetic Electronic Health Records Without Patient-Level Data MLHC 2024 LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History EMNLP 2024 L-MAGIC: Language Model Assisted Generation of Images with Coherence CVPR 2024 Localized Zeroth-Order Prompt Optimization NeurIPS 2024 LocMoE: A Low-overhead MoE for Large Language Model Training IJCAI 2024 LoCoCo: Dropping In Convolutions for Long Context Compression ICML 2024 LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models EMNLP 2024 LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models ACL 2024 LOGIC-LM++: Multi-Step Refinement for Symbolic Formulations ACL 2024