Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
CoSMoEs: Compact Sparse Mixture of ExpertsMeta · Workshop on Advances in Language and Vision Research (ALVR)Jan 1RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache EvictionAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Linear Probes Detect Task Format, Not Reasoning Mode in Language Model Hidden StatesAlphabet, Google DeepMind · Workshop on Trustworthy NLP (TrustNLP)Jan 1Multi-Drafter Speculative Decoding with Alignment FeedbackLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Beyond Query Bias: Candidate-Aware Iterative Refinement for Zero-Shot Composed Image RetrievalAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Shuffles of Context-Free Languages Along Regular TrajectoriesAlphabet · arXiv (Cornell University)Jan 1IF-RewardBench: Benchmarking Judge Models for Instruction-Following EvaluationZhipu AI · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Learning from Emptiness: De-biasing Listwise Rerankers with Content-Agnostic Probability CalibrationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX GenerationMicrosoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1How Controllable Are Large Language Models? A Unified Evaluation across Behavioral GranularitiesAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1ACR: Adaptive Context Refactoring via Context Refactoring Operators for Multi-Turn DialogueAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular GenerationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Exploring Two-Phase Continual Instruction Fine-tuning for Multilingual Adaptation in Large Language ModelsMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient LLM-based Code EditingAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Why Steering Works: Toward a Unified View of Language Model Parameter DynamicsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Geoparsing: Diagram Parsing for Plane and Solid Geometry with a Unified Formal LanguageAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1PROBE: PROcess-Based BEnchmark for Hallucination DetectionNVIDIA · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African LanguagesMicrosoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Understanding Emergent Misalignment via Feature Superposition GeometryGoogle DeepMind · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Graph-Assisted Large Language Models: A Perspective on Mitigating Intrinsic LimitationsMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language ModelsMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1MemPO: Self-Memory Policy Optimization for Long-Horizon AgentsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1On the Step Length Confounding in LLM Reasoning Data SelectionAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Hierarchical Policy Optimization for Simultaneous Translation of Unbounded SpeechNVIDIA · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Evaluating Language Model Pluralism through In-the-wild Crowd DiscussionsAllen Institute for AI · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1