Large Language Models

Localized Zeroth-Order Prompt Optimization NeurIPS 2024 LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems ACL 2024 LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding ACL 2024 LongEmbed: Extending Embedding Models for Long Context Retrieval EMNLP 2024 Long-form factuality in large language models NeurIPS 2024 LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering EMNLP 2024 Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps EMNLP 2024 LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks ACL 2024 Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models ACL 2024 LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024 Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NeurIPS 2024 M$^3$GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation NeurIPS 2024 M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024 MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration EMNLP 2024 MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution NeurIPS 2024 Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024 ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation CVPR 2024 MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding CVPR 2024 Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback EMNLP 2024 Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models EMNLP 2024 MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ACL 2024 Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models EMNLP 2024 MathPile: A Billion-Token-Scale Pretraining Corpus for Math NeurIPS 2024 MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making NeurIPS 2024 mDPO: Conditional Preference Optimization for Multimodal Large Language Models EMNLP 2024