Key papers

• Fine-T2I: An Open, Large-Scale, and Diverse Dataset for High-Quality T2I Fine-Tuning (2026)
  Xu Ma et al.
  1.94
• CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction (2026)
  Yinghao Ma et al.
  1.94
• VoxMind: An End-to-End Agentic Spoken Dialogue System (2026)
  Tianle Liang et al.
  1.94
• VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects (2026)
  Xiangbo Gao et al.
  1.94
• Instruction-Guided Poetry Generation in Arabic and Its Dialects (2026)
  Abdelrahman Sadallah et al.
  1.94
• DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch (2026)
  Jiale Zhao et al.
  1.94
• Audio-Omni: Extending Multi-modal Understanding to Versatile Audio Generation and Editing (2026)
  Zeyue Tian et al.
  1.83
• ViPO: Visual Preference Optimization at Scale (2026)
  Ming Li et al.
  1.83
• CoCo: Code as CoT for Text-to-Image Preview and Rare Concept Generation (2026)
  Haodong Li et al.
  1.78
• Privasis: Synthesizing the Largest "Public" Private Dataset from Scratch (2026)
  Hyunwoo Kim et al.
  1.72
• No Shortcuts to Culture: Indonesian Multi-hop Question Answering for Complex Cultural Understanding (2026)
  Vynska Amalia Permadi et al.
  1.72
• User-Oriented Multi-Turn Dialogue Generation with Tool Use at scale (2026)
  Jungho Cho et al.
  1.67
• Thinking While Speaking: Inference-Time Knowledge Transfer for Responsive and Intelligent Conversational Voice Agents (2026)
  Vidya Srinivas et al.
  1.56
• Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos (2025)
  Haobo Yuan et al.
  1.28
• A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following (2025)
  Yin Fang et al.
  1.28
• SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model (2025)
  Xun Liang et al.
  1.28
• REALTALK: A 21-Day Real-World Dataset for Long-Term Conversation (2025)
  Dong-Ho Lee et al.
  1.28
• LettuceDetect: A Hallucination Detection Framework for RAG Applications (2025)
  Ádám Kovács et al.
  1.28
• VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation (2025)
  Wenhao Wang et al.
  1.28
• IterPref: Focal Preference Learning for Code Generation via Iterative Debugging (2025)
  Jie Wu et al.
  1.28
• LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM (2025)
  Sambal Shikhar et al.
  1.28
• Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? (2025)
  Giacomo Camposampiero et al.
  1.28
• URECA: Unique Region Caption Anything (2025)
  Sangbeom Lim et al.
  1.28
• X-Teaming: Multi-Turn Jailbreaks and Defenses with Adaptive Multi-Agents (2025)
  Salman Rahman et al.
  1.28
• UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation (2025)
  Linshan Wu et al.
  1.28
• Advancing Arabic Reverse Dictionary Systems: A Transformer-Based Approach with Dataset Construction Guidelines (2025)
  Serry Sibaee et al.
  1.28
• Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems (2025)
  Shaokun Zhang et al.
  1.28
• Generating Physically Stable and Buildable LEGO Designs from Text (2025)
  Ava Pun et al.
  1.28
• WavReward: Spoken Dialogue Models With Generalist Reward Evaluators (2025)
  Shengpeng Ji et al.
  1.28
• BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset (2025)
  Jiuhai Chen et al.
  1.28
• ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models (2025)
  Liyan Tang et al.
  1.28
• MMMR: Benchmarking Massive Multi-Modal Reasoning Tasks (2025)
  Guiyao Tie et al.
  1.28
• Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization (2025)
  Mingzhe Du et al.
  1.28
• VGR: Visual Grounded Reasoning (2025)
  Jiacong Wang et al.
  1.28
• OmniGen2: Exploration to Advanced Multimodal Generation (2025)
  Chenyuan Wu et al.
  1.28
• MMSearch-R1: Incentivizing LMMs to Search (2025)
  Jinming Wu et al.
  1.28
• SHAMI-MT: A Syrian Arabic Dialect to Modern Standard Arabic Bidirectional Machine Translation System (2025)
  Serry Sibaee et al.
  1.28
• Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery (2025)
  Jiatong Li et al.
  1.28
• AWorld: Dynamic Multi-Agent System with Stable Maneuvering for Robust GAIA Problem Solving (2025)
  Zhitian Xie et al.
  1.28
• Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation (2025)
  Junyan Ye et al.
  1.28
• MovieCORE: COgnitive REasoning in Movies (2025)
  Gueter Josmy Faure et al.
  1.28
• Advancing Reference-free Evaluation of Video Captions with Factual Analysis (2025)
  Shubhashis Roy Dipta et al.
  1.28
• ReviewScore: Misinformed Peer Review Detection with Large Language Models (2025)
  Hyun Ryu et al.
  1.28
• Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning (2025)
  Yifei Chen et al.
  1.28
• MEMTRACK: Evaluating Long-Term Memory and State Tracking in Multi-Platform Dynamic Agent Environments (2025)
  Darshan Deshpande et al.
  1.28
• Reasoning in Space via Grounding in the World (2025)
  Yiming Chen et al.
  1.28
• Agentic Design of Compositional Machines (2025)
  Wenqian Zhang et al.
  1.28
• MMPersuade: A Dataset and Evaluation Framework for Multimodal Persuasion (2025)
  Haoyi Qiu et al.
  1.28
• EHR-R1: A Reasoning-Enhanced Foundational Language Model for Electronic Health Record Analysis (2025)
  Yusheng Liao et al.
  1.28
• Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models (2025)
  Xiaoyu Zhan et al.
  1.28
• NURBGen: High-Fidelity Text-to-CAD Generation through LLM-Driven NURBS Modeling (2025)
  Muhammad Usama et al.
  1.28
• AIonopedia: an LLM agent orchestrating multimodal learning for ionic liquid discovery (2025)
  Yuqi Yin et al.
  1.28
• From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence (2025)
  Jian Yang et al.
  1.28
• MIRA: Multimodal Iterative Reasoning Agent for Image Editing (2025)
  Ziyun Zeng et al.
  1.28
• Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks (2023)
  Haiyang Xu et al.
  —
• Predicting Code Coverage without Execution (2023)
  Michele Tufano et al.
  —
• TextBind: Multi-turn Interleaved Multimodal Instruction-following (2023)
  Huayang Li et al.
  —
• Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Using Sorted Fine-Tuning (SoFT) (2023)
  Parsa Kavehzadeh et al.
  —
• VidChapters-7M: Video Chapters at Scale (2023)
  Antoine Yang et al.
  —
• A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation (2023)
  Eyal Segalis et al.
  —