Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
When Summaries Distort Decisions: Information Fidelity in LLM-Compressed Financial AnalysisLG AI Research · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1MemoBench: Benchmarking World Modeling in Dynamically Changing EnvironmentsAlphabet · Lecture notes in computer science1 citationJan 1ConflictScore: Identifying and Measuring How Language Models Handle Conflicting EvidenceMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1SKILL-DISCO: Distilling and Compiling Agent Traces into Reusable Procedural SkillsMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1SHERLOC: Structured Diagnostic Localization for Code Repair AgentsNVIDIA · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1SkillComposer: Learning to Evolve Agent Skills for Specification and GeneralizationAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1Search-Time Contamination in Deep Research Agents: Measuring Performance Inflation in Public Benchmark EvaluationAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1AsyncWebRL: Efficient Asynchronous Reinforcement Learning for Multi-Step Visual Web AgentsMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1Optical Switching for AI FactoriesNVIDIA · Optical Fiber Communication Conference1 citationJan 1Analysis of Brain-Assisted Speech Enhancement Models Incorporating Auditory Attention DecodingiFlytek · IEEE Transactions on Audio Speech and Language Processing1 citationJan 1FinGuard: Detecting Financial Regulatory Non-Compliance in LLM InteractionsAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1GRASP: Gated Regression-Aware Skill Proposer for Self-Improving LLM AgentsMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1Co-ReAct: Rubrics as Step-Level Collaborators for ReAct AgentsAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1Deepfake Detection via Exploring Degradation InconsistencyAlibaba · IEEE Transactions on Information Forensics and Security1 citationJan 1HyDRA: Hybrid Dynamic Routing Architecture for Heterogeneous LLM PoolsMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1Thinking Ahead: Prospection-Guided Retrieval of Memory with Language ModelsMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map DistillationNVIDIA · Lecture notes in computer science1 citationJan 1Cascading and Proxy Membership Inference AttacksNVIDIA · Network and Distributed System Security Symposium1 citationJan 1JURY-RL: Votes Propose, Proofs Dispose for Label-Free RLVRAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1NaijaS2ST: A Multi-Accent Benchmark for Speech-to-Speech Translation in Low-Resource Nigerian LanguagesGoogle DeepMind · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1Enabling Remote Surgery and Real-Time Patient Monitoring Through Edge-Enhanced Collaborative Computing in 6G NetworksAlphabet · IEEE Communications Standards Magazine1 citationJan 1Can Multimodal Large Language Models Understand Graphic Design? A Comparative StudyMicrosoft · IEEE Transactions on Multimedia1 citationJan 1Reduction for Structured Concurrent ProgramsMicrosoft · Lecture notes in computer science1 citationJan 1Think in Strokes, Not Pixels: Process-Driven Image Generation via Interleaved ReasoningMeta · Lecture notes in computer science1 citationJan 1LAPPI: Interactive Optimization With LLM-Assisted Preference-Based Problem InstantiationSakana AI · IEEE Access1 citationJan 1