Large Language Models

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024 Methods, Applications, and Directions of Learning-to-Rank in NLP Research NAACL 2024 MGKM at StanceEval2024 Fine-Tuning Large Language Models for Arabic Stance Detection ACL 2024 MIBench: Evaluating Multimodal Large Language Models over Multiple Images EMNLP 2024 Microstructures and Accuracy of Graph Recall by Large Language Models NeurIPS 2024 MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications EMNLP 2024 MindMap: Constructing Evidence Chains for Multi-Step Reasoning in Large Language Models AAAI 2024 MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models ACL 2024 MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024 Mind’s Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models NAACL 2024 MINERS: Multilingual Language Models as Semantic Retrievers EMNLP 2024 MiniCache: KV Cache Compression in Depth Dimension for Large Language Models NeurIPS 2024 MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models ICLR 2024 MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback ICLR 2024 Mirror-Consistency: Harnessing Inconsistency in Majority Voting EMNLP 2024 MirrorStories: Reflecting Diversity through Personalized Narrative Generation with Large Language Models EMNLP 2024 MISSION at KSAA-CAD 2024: AraT5 with Arabic Reverse Dictionary ACL 2024 Mission Impossible: A Statistical Perspective on Jailbreaking LLMs NeurIPS 2024 Mistral at SemEval-2024 Task 5: Mistral 7B for argument reasoning in Civil Procedure SemEval 2024 Mitigating Biases to Embrace Diversity: A Comprehensive Annotation Benchmark for Toxic Language EMNLP 2024 Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal ACL 2024 Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning ICLR 2024 Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting AAAI 2024 Mitigating Object Hallucination via Concentric Causal Attention NeurIPS 2024 Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training ACL 2024