Large Language Models

I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses EMNLP 2024 I Mean I Am a Mouse: meets for Bilingual Multimodal Meme Sarcasm Classification from Large Language Models ACML 2024 Imitating Language via Scalable Inverse Reinforcement Learning NeurIPS 2024 Implicit meta-learning may lead language models to trust more reliable sources ICML 2024 Implicit Optimization Bias of Next-token Prediction in Linear Models NeurIPS 2024 Implicit Personalization in Language Models: A Systematic Study EMNLP 2024 Improving Alignment and Robustness with Circuit Breakers NeurIPS 2024 Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024 Improving Context-Aware Preference Modeling for Language Models NeurIPS 2024 Improving Explainable Fact-Checking via Sentence-Level Factual Reasoning EMNLP 2024 Improving Factuality and Reasoning in Language Models through Multiagent Debate ICML 2024 Improving Industrial Safety by Auto-Generating Case-specific Preventive Recommendations EMNLP 2024 Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation ICML 2024 Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis AAAI 2024 Improving Large Language Models in Event Relation Logical Prediction ACL 2024 Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples ACL 2024 Improving Open-Ended Text Generation via Adaptive Decoding ICML 2024 Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction COLING 2024 Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024 InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews ACL 2024 In-context Convergence of Transformers ICML 2024 In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought ICML 2024 In-Context Former: Lightning-fast Compressing Context for Large Language Model EMNLP 2024 In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization ICML 2024 In-Context Learning Agents Are Asymmetric Belief Updaters ICML 2024