Large Language Models

Language Models Represent Beliefs of Self and Others ICML 2024 Language Models with Conformal Factuality Guarantees ICML 2024 Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024 Language-to-Code Translation with a Single Labeled Example EMNLP 2024 LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification EMNLP 2024 Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course EMNLP 2024 Large Language Model Based Multi-agents: A Survey of Progress and Challenges IJCAI 2024 Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation IJCAI 2024 Large Language Models Are Challenged by Habitat-Centered Reasoning EMNLP 2024 Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales AAAI 2024 Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition ACL 2024 Large Language Models are Geographically Biased ICML 2024 Large Language Models Are Neurosymbolic Reasoners AAAI 2024 Large Language Models are not Fair Evaluators ACL 2024 Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024 Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation EMNLP 2024 Large Language Models as Automated Aligners for benchmarking Vision-Language Models ICLR 2024 Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024 Large Language Models as Optimizers ICLR 2024 Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning ICML 2024 Large Language Models Can Learn Representation in Natural Language ACL 2024 Large Language Models can Share Images, Too! ACL 2024 Large Language Models' Expert-level Global History Knowledge Benchmark (HiST-LLM) NeurIPS 2024 Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives ACL 2024 Large Language Models for Propaganda Span Annotation EMNLP 2024