Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
From Belief Entrenchment to Robust Reasoning in LLM AgentsMicrosoft · Transactions of the Association for Computational Linguistics6 citationsJan 1Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty AnnotationsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting6 citationsJan 1SocialMaze: A Benchmark for Evaluating and Enhancing Social Reasoning in Large Language Models in Complex Social EnvironmentsMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)6 citationsJan 1MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal EmbeddingsMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting6 citationsJan 1SafePLUG: Empowering Multimodal LLMs with Pixel-Level Insight and Temporal Grounding for Traffic Accident UnderstandingAlphabet · CHAIN6 citationsJan 1Limitations of quantum hardware for molecular energy estimation using VQEMultiverse Computing · Physical Chemistry Chemical Physics6 citationsJan 1RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM InferenceMicrosoft · Proceedings of the VLDB Endowment6 citationsJan 1Measuring Human Contribution in AI-Assisted Content GenerationMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting6 citationsJan 1SoloSpeech: Enhancing Intelligibility and Quality in Target Speech Extraction Through a Cascaded Generative PipelineNVIDIA · IEEE Transactions on Audio Speech and Language Processing5 citationsJan 1Applications of modular co-design for de novo 3D molecule generationNVIDIA · Digital Discovery5 citationsJan 1Deep RC: A Scalable Data Engineering and Deep Learning PipelineNVIDIA · Lecture notes in computer science5 citationsJan 1RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy OptimizationAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting5 citationsJan 1Beyond Black-Box Interventions: Latent Probing for Faithful Retrieval-Augmented GenerationAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)5 citationsJan 1USB: A COMPREHENSIVE AND UNIFIED SAFETY EVALUATION BENCHMARK FOR MULTIMODAL LARGE LANGUAGE MODELSAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting5 citationsJan 1Doc-CoB: Enhancing Document Understanding with Visual Chain-of-Boxes ReasoningAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)5 citationsJan 1Self-Correcting Text-to-Video Generation with Misalignment Detection and Localized RefinementAllen Institute for AI · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)5 citationsJan 1Federated Graph Analytics with Differential PrivacyAlibaba · IEEE Transactions on Dependable and Secure Computing5 citationsJan 1Contrastive ESA: Human Evaluation of Multiple Translations at OnceAlphabet, Microsoft · Conference on Machine Translation (WMT)4 citationsJan 1Beyond Itinerary Planning—A Real-World Benchmark for Multi-Turn and Tool-Using Travel TasksAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting4 citationsJan 1Lost in Simulation: LLM-Simulated Users are Unreliable Proxies for Human Users in Agentic EvaluationsCohere · Proceedings of the conference - Association for Computational Linguistics. Meeting4 citationsJan 1InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-TuningAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting4 citationsJan 1Topic-Based Watermarks for Large Language ModelsMeta · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)4 citationsJan 1LocateAnything: Fast and High-Quality Vision-Language Grounding with Parallel Box DecodingNVIDIA · Lecture notes in computer science4 citationsJan 1SNPeek: Side-Channel Analysis for Privacy Applications on Confidential VMsAlphabet · Network and Distributed System Security Symposium4 citationsJan 1A Survey of Trust Chain in Secure Embedded Systems: From Secure Boot to TEE ApplicationsTechnology Innovation Institute · IEEE Access4 citationsJan 1