Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Meta-learning how to Share Credit among Macro-ActionsGoogle DeepMind · neural information processing systemsJan 1, 2025EMLoC: Emulator-based Memory-efficient Fine-tuning with LoRA CorrectionNVIDIA · neural information processing systemsJan 1, 2025QuadEnhancer: Leveraging Quadratic Transformations to Enhance Deep Neural NetworksAlibaba · neural information processing systemsJan 1, 2025Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play ModulesAlibaba · neural information processing systemsJan 1, 2025Holistic Order Prediction in Natural ScenesLG AI Research · neural information processing systemsJan 1, 2025Constructing an Optimal Behavior Basis for the Option KeyboardGoogle DeepMind · neural information processing systemsJan 1, 2025Exploiting Clock-Slew Dependent Variability in CMOS Digital Circuits Toward Power and EMSCA ResilienceNVIDIA · IEEE Open Journal of the Solid-State Circuits SocietyJan 1, 2025Prompt-Tuning Bandits: Enabling Few-Shot Generalization for Efficient Multi-task Offline RLMicrosoft · Communications in computer and information scienceJan 1, 2025Enhancing the Robustness of Contextual ASR to Varying Biasing Information Volumes Through Purified Semantic Correlation Joint ModelingAlibaba · IEEE Transactions on Audio Speech and Language ProcessingJan 1, 2025You Might Not Need Attention DiagonalsiFlytek · IEEE Signal Processing LettersJan 1, 2025Set of Best Practices on Developing Seismic Applications on Modern GPUsNVIDIA · Empowering the Energy Shift: The Role of HPC in Sustainable InnovationJan 1, 2025Security Signals: Making Web Security Posture Measurable At ScaleAlphabet · Workshop on Measurements, Attacks, and Defenses for the Web (MADWeb)Jan 1, 2025IRIS: An Iterative and Integrated Framework for Verifiable Causal Discovery in the Absence of Tabular DataMicrosoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1, 2025Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large LanguageAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1, 2025Mutual-Taught for Co-adapting Policy and Reward ModelsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1, 2025Hidden Forms: A Dataset to Fill Masked Interfaces from Language CommandsAlphabet · Workshop for Research on Agent Language Models (REALM)Jan 1, 2025Serial Lifelong Editing via Mixture of Knowledge ExpertsNVIDIA · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1, 2025The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction TuningAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025GeAR: Generation Augmented RetrievalMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025Tree-of-Prompts: Abstracting Control-Flow for Prompt OptimizationLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025FaVe: Factored and Verified Search Rationale for Long-form AnswerLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025Is It JUST Semantics? A Case Study of Discourse Particle Understanding in LLMsAllen Institute for AI · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for CodeLG AI Research · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1, 2025One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RLLG AI Research · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1, 2025“The Copper Behind Blackwell”: Understanding Today's Copper Scale-up NetworksNVIDIA · Optical Fiber Communication ConferenceJan 1, 2025