Large Language Models

Moral Foundations of Large Language Models EMNLP 2024 Multilingual Fact-Checking using LLMs EMNLP 2024 Observing the Southern US Culture of Honor Using Large-Scale Social Media Analysis EMNLP 2024 Online Iterative Reinforcement Learning from Human Feedback with General Preference Model NeurIPS 2024 Promoting Constructive Deliberation: Reframing for Receptiveness EMNLP 2024 ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution NeurIPS 2024 Rethinking LLM Memorization through the Lens of Adversarial Compression NeurIPS 2024 ”So, are you a different person today?” Analyzing Bias in Questions during Parole Hearings EMNLP 2024 TableRAG: Million-Token Table Understanding with Language Models NeurIPS 2024 Text Embedding Inversion Security for Multilingual Language Models ACL 2024 Towards Robust Evaluation of Unlearning in LLMs via Data Transformations EMNLP 2024 What Rotary Position Embedding Can Tell Us: Identifying Query and Key Weights Corresponding to Basic Syntactic or High-level Semantic Information NeurIPS 2024 BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology EMNLP 2023 Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023 Ethical Reasoning over Moral Alignment: A Case and Framework for In-Context Ethical Policies in LLMs EMNLP 2023 FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning ACL 2023 HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ACL 2023 Knowledge Corpus Error in Question Answering EMNLP 2023 Leveraging GPT-4 for Automatic Translation Post-Editing EMNLP 2023 Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation ACL 2023 Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023 Generated Knowledge Prompting for Commonsense Reasoning ACL 2022 Memory-assisted prompt editing to improve GPT-3 after deployment EMNLP 2022 Multi-LexSum: Real-world Summaries of Civil Rights Lawsuits at Multiple Granularities NeurIPS 2022 Predicting scalar diversity with context-driven uncertainty over alternatives ACL 2022