Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Rethinking Data Selection at Scale: Random Selection is Almost All You NeedAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)4 citationsJan 1, 2025Character is Destiny: Can Persona-assigned Language Models Make Personal Choices?Alibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)4 citationsJan 1, 2025Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and FilteringAlibaba · neural information processing systems4 citationsJan 1, 2025Pixel-Perfect Depth with Semantics-Prompted Diffusion TransformersAlibaba, Horizon Robotics · neural information processing systems4 citationsJan 1, 2025SD-VLM: Spatial Measuring and Understanding with Depth-Encoded Vision-Language ModelsAlibaba · neural information processing systems4 citationsJan 1, 2025AREAL: A Large-Scale Asynchronous Reinforcement Learning System for Language ReasoningAlibaba · neural information processing systems4 citationsJan 1, 2025Exploring the Coordination of Frequency and Attention in Masked Image ModelingAlibaba · IEEE Transactions on Image Processing4 citationsJan 1, 2025ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style ControlAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting4 citationsJan 1, 2025A Training-free LLM-based Approach to General Chinese Character Error CorrectionAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting4 citationsJan 1, 2025Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?Alibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting4 citationsJan 1, 2025Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language ModelsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting4 citationsJan 1, 2025Less is More: Improving LLM Alignment via Preference Data SelectionAlibaba · neural information processing systems4 citationsJan 1, 2025EgoVid-5M: A Large-Scale Video-Action Dataset for Egocentric Videos GenerationAlibaba · neural information processing systems3 citationsJan 1, 2025EchoShot: Multi-Shot Portrait Video GenerationAlibaba · neural information processing systems3 citationsJan 1, 2025Enhancing CNN-Based Blind Image Quality Assessment via Deep Cross-Layer Pattern EncodingAlibaba · IEEE Transactions on Multimedia3 citationsJan 1, 2025PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity MaximizationAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)3 citationsJan 1, 2025BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain TasksAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)3 citationsJan 1, 2025Chinese Toxic Language Mitigation via Sentiment Polarity Consistent RewritesAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)3 citationsJan 1, 2025GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric ReasoningAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)3 citationsJan 1, 2025AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented GenerationAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)3 citationsJan 1, 2025SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial ReasoningAlibaba · neural information processing systems3 citationsJan 1, 2025UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language InterfaceAlibaba · neural information processing systems3 citationsJan 1, 2025VLM-R³: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-ThoughtAlibaba · neural information processing systems3 citationsJan 1, 2025MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent SystemsAlibaba · neural information processing systems3 citationsJan 1, 2025Agentic Knowledgeable Self-awarenessAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting3 citationsJan 1, 2025