Large Language Models

Multimodal Large Language Models Make Text-to-Image Generative Models Align Better NeurIPS 2024 Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models AAAI 2024 Multimodal Reasoning with Multimodal Knowledge Graph ACL 2024 Multimodal Table Understanding ACL 2024 Multi-Object Hallucination in Vision Language Models NeurIPS 2024 Multi-Objective Linguistic Control of Large Language Models ACL 2024 Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? ACL 2024 MuseChat: A Conversational Music Recommendation System for Videos CVPR 2024 MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NeurIPS 2024 Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives EMNLP 2024 NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models AAAI 2024 Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NeurIPS 2024 Needle In A Multimodal Haystack NeurIPS 2024 NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates NeurIPS 2024 NLPDame at ClimateActivism 2024: Mistral Sequence Classification with PEFT for Hate Speech, Targets and Stance Event Detection EACL 2024 Norm Tweaking: High-Performance Low-Bit Quantization of Large Language Models AAAI 2024 NovelTrans: System for WMT24 Discourse-Level Literary Translation EMNLP 2024 No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance NeurIPS 2024 Oasis: Data Curation and Assessment System for Pretraining of Large Language Models IJCAI 2024 OATH-Frames: Characterizing Online Attitudes Towards Homelessness with LLM Assistants EMNLP 2024 OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step NeurIPS 2024 Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding NeurIPS 2024 OdiaGenAI’s Participation in WMT2024 English-to-Low Resource Multimodal Translation Task EMNLP 2024 OLMo: Accelerating the Science of Language Models ACL 2024 Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts CVPR 2024