Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and HindiMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1, 2025MAIN: Mutual Alignment Is Necessary for instruction tuningMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1, 2025A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps UsersCohere · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1, 2025CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information RetrievalAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1, 2025Advancing Reasoning with Off-the-Shelf LLMs: A Semantic Structure PerspectiveAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1, 2025The Role of Outgoing Connection Heterogeneity in Feedforward Layers of Large Language ModelsAlphabet · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1, 2025fLSA: Learning Semantic Structures in Document Collections Using Foundation ModelsMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1, 2025How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language ModelsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1, 2025Iterative Multilingual Spectral Attribute ErasureNVIDIA · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1, 2025EmByte: Decomposition and Compression Learning for Small yet Private NLPMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1, 2025AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation BenchmarkingAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1, 2025When Allies Turn Foes: Exploring Group Characteristics of LLM-Based Multi-Agent Collaborative Systems Under Adversarial AttacksAlphabet · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1, 2025ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart ComprehensionAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1, 2025From KMMLU-Redux to Pro: A Professional Korean Benchmark Suite for LLM EvaluationLG AI Research · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1, 2025When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference LearningCohere · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1, 2025EoT: Evolution of Thoughts for Complex Reasoning TasksAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1, 2025A Decoupled Multi-Agent Framework for Complex Text Style TransferMeta · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1, 2025Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and DecodingAlibaba · Conference on Machine Translation (WMT)Jan 1, 2025Nvidia-Nemo’s WMT 2025 Metrics Shared Task SubmissionNVIDIA · Conference on Machine Translation (WMT)Jan 1, 2025Training-free Online Video Step GroundingAlphabet · neural information processing systemsJan 1, 2025Equilibrium Policy Generalization: A Reinforcement Learning Framework for Cross-Graph Zero-Shot Generalization in Pursuit-Evasion GamesMeta · neural information processing systemsJan 1, 2025BlurGuard: A Simple Approach for Robustifying Image Protection Against AI-Powered EditingMicrosoft · neural information processing systemsJan 1, 2025CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-stepAlibaba · neural information processing systemsJan 1, 2025Gaze Analysis in Early Warning Visual Feedback System for Hand Tracking Failures in Virtual RealityAlphabet · IEEE AccessJan 1, 2025Differentially Private Bilevel Optimization: Efficient Algorithms with Near-Optimal RatesAlphabet · neural information processing systemsJan 1, 2025