unified framework

OmniEvent: Unified Event Representation Learning AAAI 2026 Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning ICML 2025 DreamOmni: Unified Image Generation and Editing CVPR 2025 LD-RPS: Zero-Shot Unified Image Restoration via Latent Diffusion Recurrent Posterior Sampling ICCV 2025 Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025 SUTrack: Towards Simple and Unified Single Object Tracking AAAI 2025 TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models ICLR 2025 VACE: All-in-One Video Creation and Editing ICCV 2025 A Unified Approach to Multilingual Automatic Speech Recognition with Improved Language Identification for Indic Languages Interspeech 2024 General Collaborative Framework between Large Language Model and Experts for Universal Information Extraction EMNLP 2024 OmniParser: A Unified Framework for Text Spotting Key Information Extraction and Table Recognition CVPR 2024 OneLLM: One Framework to Align All Modalities with Language CVPR 2024 Easy-to-Hard Learning for Information Extraction ACL 2023 UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective ACL 2023 GaTector: A Unified Framework for Gaze Object Prediction CVPR 2022 Qtrade AI at SemEval-2022 Task 11: An Unified Framework for Multilingual NER Task SemEval 2022 SRL4E – Semantic Role Labeling for Emotions: A Unified Evaluation Framework ACL 2022 UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues ACL 2022 UniTE: Unified Translation Evaluation ACL 2022 A Unified Generative Framework for Aspect-based Sentiment Analysis ACL 2021 Towards Generative Aspect-Based Sentiment Analysis ACL 2021 A Unified Framework for Speaker and Utterance Verification Interspeech 2019