Large Language Models

Olympus: A Universal Task Router for Computer Vision Tasks CVPR 2025 OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain EMNLP 2025 OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation ACL 2025 OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts CVPR 2025 On Assigning Product and Software Codes to Customer Service Requests with Large Language Models EMNLP 2025 On Effects of Steering Latent Representation for Large Language Model Unlearning AAAI 2025 One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025 One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments ACL 2025 On Integrating LLMs Into an Argument Annotation Workflow ACL 2025 On Large Multimodal Models as Open-World Image Classifiers ICCV 2025 On Reducing Factual Hallucinations in Graph-to-Text Generation Using Large Language Models COLING 2025 On the Consistency of Video Large Language Models in Temporal Comprehension CVPR 2025 On the Reliability of Large Language Models for Causal Discovery ACL 2025 On the Role of Model Prior in Real-World Inductive Reasoning EMNLP 2025 On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025 OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025 OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation CVPR 2025 OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025 OpenS2S: Advancing Fully Open-Source End-to-End Empathetic Large Speech Language Model EMNLP 2025 Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025 Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport ACL 2025 O-TPT: Orthogonality Constraints for Calibrating Test-time Prompt Tuning in Vision-Language Models CVPR 2025 OUNLP at TSAR 2025 Shared Task Multi-Round Text Simplifier via Code Generation EMNLP 2025 OURO: A Self-Bootstrapped Framework for Enhancing Multimodal Scene Understanding ICCV 2025 Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models ACL 2025