Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden StatesAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting13 citationsJan 1, 2025Aria-UI: Visual Grounding for GUI InstructionsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)13 citationsJan 1, 2025ProcessBench: Identifying Process Errors in Mathematical ReasoningAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting13 citationsJan 1, 2025ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability KnowledgeAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)12 citationsJan 1, 2025Vgent: Graph-based Retrieval-Reasoning-Augmented Generation For Long Video UnderstandingAlibaba, Meta · neural information processing systems11 citationsJan 1, 2025Neuro-Symbolic Integration Brings Causal and Reliable Reasoning ProofsAlibaba · Findings of the Association for Computational Linguistics: NAACL11 citationsJan 1, 2025VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech InteractionAlibaba · neural information processing systems11 citationsJan 1, 2025WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue ModelsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting10 citationsJan 1, 2025Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert ModelsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting10 citationsJan 1, 2025RA-BLIP: Multimodal Adaptive Retrieval-Augmented Bootstrapping Language-Image Pre-TrainingAlibaba · IEEE Transactions on Multimedia9 citationsJan 1, 2025Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language ModelsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting9 citationsJan 1, 2025FLARE: Toward Universal Dataset Purification Against Backdoor AttacksAlibaba · IEEE Transactions on Information Forensics and Security9 citationsJan 1, 2025Improving Video Generation with Human FeedbackAlibaba · neural information processing systems9 citationsJan 1, 2025Wan-Move: Motion-controllable Video Generation via Latent Trajectory GuidanceAlibaba · neural information processing systems8 citationsJan 1, 2025TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache SelectionAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)8 citationsJan 1, 2025Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM AgentsAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)8 citationsJan 1, 2025GenSim: A General Social Simulation Platform with Large Language Model based AgentsAlibaba · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)8 citationsJan 1, 2025Lrp4rag: Detecting Hallucinations in Retrieval-Augmented Generation Via Layer-Wise Relevance PropagationAlibaba · SSRN Electronic Journal8 citationsJan 1, 2025Not Every Patch is Needed: Toward a More Efficient and Effective Backbone for Video-Based Person Re-IdentificationAlibaba · IEEE Transactions on Image Processing8 citationsJan 1, 2025Autoregressive Adversarial Post-Training for Real-Time Interactive Video GenerationAlibaba · neural information processing systems7 citationsJan 1, 2025Scaling Computer-Use Grounding via User Interface Decomposition and SynthesisAlibaba · neural information processing systems7 citationsJan 1, 2025M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning FrameworkAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)7 citationsJan 1, 2025IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-WebAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)7 citationsJan 1, 2025Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline SummarizationAlibaba · Findings of the Association for Computational Linguistics: NAACL7 citationsJan 1, 2025SWE-smith: Scaling Data for Software Engineering AgentsAlibaba · neural information processing systems6 citationsJan 1, 2025