Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Style-Aware Contrastive Test-Time Adaptation: A Dual-Cache Model for Robust Vision-Language AlignmentNVIDIA · IEEE Transactions on Image ProcessingJan 1AdapThink: Adaptive Thinking Preferences for Reasoning Language ModelsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1ScheMatiQ: From Research Question to Structured Data through Interactive Schema DiscoveryAllen Institute for AI · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Benchmarking Models for Low-Resource Nepali Event Extraction with Trigger Phrase Identification and Event ClassificationAlphabet · Workshop on Event Extraction and Understanding: Challenges and Applications (EEUCA)Jan 1CoMeT: Collaborative Memory Transformer for Efficient Long Context ModelingAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question AnsweringAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1AgentGC: Evolutionary Learning-based Lossless Compression for Genomics Data with LLM-driven Multiple AgentMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Lang2Act: Fine-Grained Visual Reasoning through Self-Emergent Linguistic ToolchainsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Learning to Evolve: A Self-Improving Framework for Multi-Agent Systems via Textual Parameter Graph OptimizationAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1ReaGeo: Reasoning-Enhanced End-to-End Geocoding with LLMsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Toward Consistent World Models with Multi-Token Prediction and Latent Semantic EnhancementMicrosoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1IEvoAgent: Evolving Conversational Agent based on User Implicit FeedbackAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Agentic Context Strategies for Multi-Format Document Understanding: When Should Language Models Use Tools?Microsoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1From Documents to Segments: A Contextual Reformulation for Topic AssignmentLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Breaking Block Boundaries: Anchor-based History-stable Decoding for Diffusion Large Language ModelsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMsMicrosoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool UseAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Demystifying Data Organization for Enhanced LLM TrainingMicrosoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1ITLC at SemEval-2026 Task 11: Normalization and Deterministic Parsing for Formal Reasoning in LLMsCohere · International Workshop on Semantic Evaluation (SemEval)Jan 1The Role of Mixed-Language Documents for Multilingual Large Language Model PretrainingNVIDIA · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric RewardsZhipu AI · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Influence-based Online Experience Selection for Effective RLHFMicrosoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1GoViG: Goal-Conditioned Visual Navigation Instruction Generation via Multimodal ReasoningMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual DocumentsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Reasoning-Guided Exploration for Online DPOAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1