Large Language Models

MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures NeurIPS 2024 Mixture of Demonstrations for In-Context Learning NeurIPS 2024 Mixture of Diverse Size Experts EMNLP 2024 Mixture of In-Context Experts Enhance LLMs' Long Context Awareness NeurIPS 2024 MKGL: Mastery of a Three-Word Language NeurIPS 2024 MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks EACL 2024 MLInitiative@WILDRE7: Hybrid Approaches with Large Language Models for Enhanced Sentiment Analysis in Code-Switched and Code-Mixed Texts COLING 2024 MLissard: Multilingual Long and Simple Sequential Reasoning Benchmarks EMNLP 2024 MLT-DR: Multi-Lingual/Task Demonstration RetrievalAn Attempt towards Generalized Retriever for In-Context Learning EMNLP 2024 MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment EMNLP 2024 MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems EMNLP 2024 MM-LLMs: Recent Advances in MultiModal Large Language Models ACL 2024 MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark NeurIPS 2024 MMLU-SR: A Benchmark for Stress-Testing Reasoning Capability of Large Language Models EMNLP 2024 MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations NeurIPS 2024 MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts COLING 2024 Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration EMNLP 2024 MoExtend: Tuning New Experts for Modality and Task Extension ACL 2024 Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification EMNLP 2024 Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models ICLR 2024 MolTC: Towards Molecular Relational Modeling In Language Models ACL 2024 Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews ICML 2024 Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models CVPR 2024 MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation ACL 2024 Moral Foundations of Large Language Models EMNLP 2024