Natural Language Processing

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference ACL 2025 OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction ACL 2025 OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text ICLR 2025 OmniDiff: A Comprehensive Benchmark for Fine-grained Image Difference Captioning ICCV 2025 OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations 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 OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs ICLR 2025 Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models ICLR 2025 Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks CVPR 2025 OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking EMNLP 2025 On a Connection Between Imitation Learning and RLHF ICLR 2025 On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation NAACL 2025 On Assigning Product and Software Codes to Customer Service Requests with Large Language Models EMNLP 2025 On Calibration of LLM-based Guard Models for Reliable Content Moderation ICLR 2025 Once Upon a Time: Interactive Learning for Storytelling with Small Language Models EMNLP 2025 On choosing the vehicles of metaphors without a body: evidence from Large Language Models ACL 2025 On Collaborating Small and Large Models For Few-shot Intent Detection EMNLP 2025 On Crowdsourcing Task Design for Discourse Relation Annotation COLING 2025 On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists ICML 2025 On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation NAACL 2025 On Domain-Adaptive Post-Training for Multimodal Large Language Models EMNLP 2025 One_by_zero@DravidianLangTech 2025: A Multimodal Approach for Misogyny Meme Detection in Malayalam Leveraging Visual and Textual Features NAACL 2025 One_by_zero@DravidianLangTech 2025: Fake News Detection in Malayalam Language Leveraging Transformer-based Approach NAACL 2025 One_by_zero@ NLU of Devanagari Script Languages 2025: Target Identification for Hate Speech Leveraging Transformer-based Approach COLING 2025