Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
A Teacher-Student Approach to Creating Verified Synthetic Clarification and Correction Dialogues for TableQA TasksMicrosoft · Language Resources and Evaluation Conference (LREC)Apr 30To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient LLM-based Code EditingAlibaba · arXiv (Cornell University)Apr 30Affinity Tailor: Dynamic Locality-Aware Scheduling at ScaleAlphabet · arXiv (Cornell University)Apr 30Cost-Aware LearningAlphabet · arXiv (Cornell University)Apr 30To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient LLM-based Code EditingAlibaba · arXiv (Cornell University)Apr 30TwinGate: Stateful Defense against Decompositional Jailbreaks in Untraceable Traffic via Asymmetric Contrastive LearningMicrosoft · arXiv (Cornell University)Apr 30Synthetic Function Demonstrations Improve Generation in Low-Resource Programming LanguagesMicrosoft · Language Resources and Evaluation Conference (LREC)Apr 30New Trends for Modern Machine Translation with Large Reasoning ModelsAlibaba · Language Resources and Evaluation Conference (LREC)Apr 30Uhura: A Benchmark for Evaluating Scientific Question Answering and Truthfulness in Low-Resource African LanguagesOpenAI · Language Resources and Evaluation Conference (LREC)Apr 30Aggregation-aware MLP: An unsupervised approach for graph message-passingAlibaba · Pattern Recognition1 citationApr 29Distributional Alignment Games for Answer-Level Fine-TuningAlphabet, Microsoft · arXiv (Cornell University)Apr 29Improved Approximation Algorithm for Maximum Balanced BicliqueAlphabet · arXiv (Cornell University)Apr 29AutoSurfer -- Teaching Web Agents through Comprehensive Surfing, Learning, and ModelingMicrosoft · arXiv (Cornell University)Apr 29Quantamination: Dynamic Quantization Leaks Your Data Across the BatchGoogle DeepMind · arXiv (Cornell University)Apr 29Differentially Private Contrastive Learning via Bounding Group-level ContributionMicrosoft · arXiv (Cornell University)Apr 29When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding?Alibaba · arXiv (Cornell University)Apr 29Three-Step Nav: A Hierarchical Global-Local Planner for Zero-Shot Vision-and-Language NavigationNVIDIA · PubMedApr 29Unifying Sparse Attention with Hierarchical Memory for Scalable Long-Context LLM ServingMicrosoft · arXiv (Cornell University)Apr 29"Nonlocality-of-a-single-photon" based Quantum Key Distribution and Random Number Generation schemes and their device-independent security analysisTechnology Innovation Institute · Quantum4 citationsApr 28Open-World Hazard Discovery in Consumer Products via Heterogeneous Graph Representation LearningMicrosoft · Conference of Open Innovations Association (FRUCT)Apr 28From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language ModelsAlibaba · arXiv (Cornell University)Apr 28HIVE: Hidden-Evidence Verification for Hallucination Detection in Diffusion Large Language ModelsNVIDIA · arXiv (Cornell University)Apr 28AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention ServingNVIDIA · arXiv (Cornell University)Apr 28Training Transformers as a Universal ComputerAllen Institute for AI · arXiv (Cornell University)Apr 28Marco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient UpcyclingAlibaba · arXiv (Cornell University)Apr 28