Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
On Traceability in $\ell_p$ Stochastic Convex OptimizationGoogle DeepMind · neural information processing systems1 citationJan 1, 2025Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and ClassificationAlphabet, Microsoft · neural information processing systems1 citationJan 1, 2025Hierarchical Self-Attention: Generalizing Neural Attention Mechanics to Multi-Scale ProblemsMicrosoft · neural information processing systems1 citationJan 1, 2025Mixed-Bit Sampling Marking: Toward Unifying Document Authentication in Copy-Sensitive Graphical CodesAlibaba · IEEE Transactions on Information Forensics and Security1 citationJan 1, 2025Private Geometric Median in Nearly-Linear TimeAlphabet · neural information processing systems1 citationJan 1, 2025How Does Sequence Modeling Architecture Influence Base Capabilities of Pre-trained Language Models? Exploring Key Architecture Design Principles to Avoid Base Capabilities DegradationiFlytek · neural information processing systems1 citationJan 1, 2025FLEET: High-Performance Durable Replicated State Machines Using Scattered and Coordinated Log EntriesAlibaba · Proceedings of the VLDB Endowment1 citationJan 1, 2025Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal RepresentationsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting1 citationJan 1, 2025MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language ModelsAlphabet · Workshop on Towards Knowledgeable Foundation Models (KnowFM)1 citationJan 1, 2025Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMsCohere · Workshop on Gender Bias in Natural Language Processing (GeBNLP)1 citationJan 1, 2025Response Wide Shut? Surprising Observations in Basic Vision Language Model CapabilitiesMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting1 citationJan 1, 2025Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and InferenceAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting1 citationJan 1, 2025SocialCC: Interactive Evaluation for Cultural Competence in Language AgentsMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting1 citationJan 1, 2025SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge RefinementAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting1 citationJan 1, 2025MFinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation DatasetAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)1 citationJan 1, 2025First-Step Advantage: Importance of Starting Right in Multi-Step Math ReasoningAllen Institute for AI · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)1 citationJan 1, 2025Making RALM Robust to Irrelevant Contexts via Layer Knowledge Guided AttentionAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)1 citationJan 1, 2025Probability-Consistent Preference Optimization for Enhanced LLM ReasoningSenseTime · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)1 citationJan 1, 2025ESF: Efficient Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language ModelsMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)1 citationJan 1, 2025MHALO: Evaluating MLLMs as Fine-grained Hallucination DetectorsZhipu AI · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)1 citationJan 1, 2025RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational ReasoningAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)1 citationJan 1, 2025Enhanced Data Synthesis for LLM through Reasoning Structures Generated by Hierarchical GFlowNetAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)1 citationJan 1, 2025Debiasing Online Preference Learning via Preference Feature PreservationAlphabet · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)1 citationJan 1, 2025LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User PreferencesNVIDIA · Proceedings of the conference - Association for Computational Linguistics. Meeting1 citationJan 1, 2025Subjective and Objective Quality Assessment of Banding Artifacts on Compressed VideosAlphabet · IEEE Transactions on Image Processing1 citationJan 1, 2025