Large Language Models

Mitigating Object Hallucination via Concentric Causal Attention NeurIPS 2024 Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching ACL 2024 Mixture of In-Context Experts Enhance LLMs' Long Context Awareness NeurIPS 2024 Mixture-of-LoRAs: An Efficient Multitask Tuning Method for Large Language Models COLING 2024 Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding COLING 2024 MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs NeurIPS 2024 MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding NeurIPS 2024 MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs NeurIPS 2024 MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning CVPR 2024 MoDE: CLIP Data Experts via Clustering CVPR 2024 Model-based Preference Optimization in Abstractive Summarization without Human Feedback EMNLP 2024 MoExtend: Tuning New Experts for Modality and Task Extension ACL 2024 MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability NeurIPS 2024 MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024 MolTC: Towards Molecular Relational Modeling In Language Models ACL 2024 MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models NeurIPS 2024 Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models CVPR 2024 MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators AAAI 2024 MovieChat: From Dense Token to Sparse Memory for Long Video Understanding CVPR 2024 M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering ACL 2024 MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024 Multi-language Diversity Benefits Autoformalization NeurIPS 2024 MultiLegalPile: A 689GB Multilingual Legal Corpus ACL 2024 Multilingual Fact-Checking using LLMs EMNLP 2024 Multilingual Instruction Tuning With Just a Pinch of Multilinguality ACL 2024