Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Step Potential Advantage Estimation: Harnessing Intermediate Confidence and Correctness for Efficient Mathematical ReasoningiFlytek · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)8 citationsJan 1SPPO: Sequence-Level PPO for Long-Horizon Reasoning TasksMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting8 citationsJan 1Don’t Judge Code by Its Cover: Exploring Biases in LLM Judges for Code EvaluationLG AI Research · Findings of the Association for Computational Linguistics: EACL8 citationsJan 1Long Video Understanding With Learnable Retrieval in Video-Language ModelsMicrosoft · IEEE Transactions on Multimedia8 citationsJan 1AgentRx: Diagnosing AI Agent Failures from Execution TrajectoriesMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)8 citationsJan 1FORGE: Forensic Reasoning with Grounded EvidenceAlphabet · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)8 citationsJan 1LLMail-Inject: A Dataset from a Realistic Adaptive Prompt Injection ChallengeMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)8 citationsJan 1Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative ReasoningNVIDIA, Sakana AI · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)8 citationsJan 1MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning EvaluationAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting8 citationsJan 1Too Long, Do Re-weighting for Efficient LLM Reasoning CompressionMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting7 citationsJan 1Retrieval as Generation: A Unified Framework with Self-Triggered Information PlanningHugging Face · Proceedings of the conference - Association for Computational Linguistics. Meeting7 citationsJan 1MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented EnvironmentsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting7 citationsJan 1SWE-AGILE: A Software Agent Framework for Efficiently Managing Dynamic Reasoning ContextMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)7 citationsJan 1A Systematic Assessment of Language Models with Linguistic Minimal Pairs in ChineseAlibaba · Transactions of the Association for Computational Linguistics7 citationsJan 1FlowMM: Cross-Modal Information Flow Guided KV Cache Merging for Efficient Multimodal Context InferenceAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)7 citationsJan 1Beyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven ThinkingMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)7 citationsJan 1Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document UnderstandingAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting7 citationsJan 1Empirical Analysis of Decoding Biases in Masked Diffusion ModelsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting7 citationsJan 1WildFeedback: Aligning LLMs With In-situ User Interactions And FeedbackMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting7 citationsJan 1FLUX-Text: Rethinking Scene Text Editing via Multilingual Diffusion TransformersAlibaba · IEEE Transactions on Multimedia6 citationsJan 1RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and BenchmarkingMeta · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)6 citationsJan 1Retracted: Adaptive AI-Driven Threat Intelligence Framework for Proactive Cyber Defense in Dynamic Network EnvironmentsMicrosoft · International Conference on AI-Driven Smart Systems and Ubiquitous Computing (ICAUC)6 citationsJan 1Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented GenerationAlibaba · Conference of the European Chapter of the Association for Computational Linguistics6 citationsJan 1Out of Style: RAG’s Fragility to Linguistic VariationAllen Institute for AI · Conference of the European Chapter of the Association for Computational Linguistics6 citationsJan 1MRAM : A Multi-Radio Mesh With Adaptive Radio Silence for Resilient CommunicationTechnology Innovation Institute · IEEE Open Journal of the Communications Society6 citationsJan 1