Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
ReaGeo: Reasoning-Enhanced End-to-End Geocoding with LLMsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 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 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 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 1Reasoning-Guided Exploration for Online DPOAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Cat-MoD: Accelerating Multimodal Alignment via Caption Token Guided Asymmetric Mixture-of-DepthsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1NeMo@IWSLT 2026: Cascaded System for Simultaneous Speech TranslationNVIDIA · International Conference on Spoken Language Translation (IWSLT)Jan 1TabGuard: Agentic LLM Orchestration for Adaptive Tabular Anomaly Detection via Dynamic Validator Selection and GenerationMicrosoft · Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era (SURGeLLM)Jan 1SAD: A Large-Scale Strategic Argumentative Dialogue DatasetAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Rectified Sparse Attention for Efficient Long-Sequence GenerationMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Thinking with Map: Reinforced Parallel Map-Augmented Agent for GeolocalizationAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1PretrainRL: Alleviating Factuality Hallucination of Large Language Models at the BeginningAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Beyond Stochastic Exploration: What Makes Training Data Valuable for Agentic SearchAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1CE-RM: A Pointwise Generative Reward Model Optimized via Two-Stage Rollout and Unified CriteriaAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1M2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine TranslationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1DuET: Dual Execution for Test Output Prediction with Generated Code and PseudocodeLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1RSDA: Restoring Stale Data Affinity via Dynamic Renovation Strategy for Mitigating Data ScarcityAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Re3: Relevance & Recency Retrieval for Mitigating Temporal HallucinationiFlytek · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Completing and Validating the Re-Aligned Switchboard Dialog Act CorpusAlphabet · Linguistic Annotation WorkshopJan 1Understanding the Behaviors of Environment-aware Information RetrievalAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Systematic Performance Degradation in Indic Vision-Language Models: Evidence from Hindi and TeluguAllen Institute for AI · Workshop on Advances in Language and Vision Research (ALVR)Jan 1Is Your Language Model Ready for Monetization Decisions?Microsoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1