Large Language Models

Interpreting Learned Feedback Patterns in Large Language Models NeurIPS 2024 InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers ACL 2024 Intersectional Unfairness Discovery ICML 2024 INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair ACL 2024 Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis EMNLP 2024 Introducing HoNCAML: Holistic No-Code Auto Machine Learning AutoML 2024 Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity NeurIPS 2024 Intuitive or Dependent? Investigating LLMs’ Behavior Style to Conflicting Prompts ACL 2024 Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data EMNLP 2024 Investigating Cultural Alignment of Large Language Models ACL 2024 Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024 EMNLP 2024 Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions? EMNLP 2024 Investigating Mysteries of CoT-Augmented Distillation EMNLP 2024 Investigating the Personality Consistency in Quantized Role-Playing Dialogue Agents EMNLP 2024 iREL at SemEval-2024 Task 9: Improving Conventional Prompting Methods for Brain Teasers SemEval 2024 Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models NeurIPS 2024 Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don’t mimic the full human distribution EMNLP 2024 Is Compound Aspect-Based Sentiment Analysis Addressed by LLMs? EMNLP 2024 Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study ICML 2024 Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective ICML 2024 Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models? EMNLP 2024 Is LLM a Reliable Reviewer? A Comprehensive Evaluation of LLM on Automatic Paper Reviewing Tasks COLING 2024 Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment EMNLP 2024 Is Programming by Example Solved by LLMs? NeurIPS 2024 Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering EMNLP 2024