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Su, Jinsong

  1. Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal
    2024/03/02 by Jianheng Huang, Huang, Jianheng, Leyang Cui +13 · 1 voice · 34 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL
  2. TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation
    2024/02/15 by Wang, Yaoxiang, Wu, Zhiyong, Yao, Junfeng +1 · 16 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. Grounding-Tracking-Integration
    2019/12/13 by Yang, Zhengyuan, Kumar, Tushar, Chen, Tianlang +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
    2025/03/04 by Lan, Zhibin, Niu, Liqiang, Meng, Fandong +2 · 23 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation
    2020/07/17 by Yin, Yongjing, Meng, Fandong, Su, Jinsong +4 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. A Real-time Global Inference Network for One-stage Referring Expression Comprehension
    2019/12/07 by Yiyi Zhou, Zhou, Yiyi, Rongrong Ji +13 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  7. Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment
    2023/12/25 by Rui Zhao, Zhao, Rui, Liang Zhang +9 · 7 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Human Pose and Action Recognition
  8. EpiCoder: Encompassing Diversity and Complexity in Code Generation
    2025/01/08 by Yaoxiang Wang, Haoling Li, Wang, Yaoxiang +24 · 1 voice · 8 citations
    Computer Science · #Evolutionary Algorithms and Applications #cs.AI #cs.CL
  9. Self-Consistency Boosts Calibration for Math Reasoning
    2024/03/14 by Ante Wang, Linfeng Song, Wang, Ante +13 · 5 citations
    Computer Science · #Evolutionary Algorithms and Applications
  10. Exploring Better Text Image Translation with Multimodal Codebook
    2023/05/27 by Zhibin Lan, Lan, Zhibin, Jiawei Yu +13 · 4 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Translation Studies and Practices
  11. Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis
    2022/10/18 by Shuai Fan, Fan, Shuai, Chen Lin +15 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  12. Exploiting Temporal Relationships in Video Moment Localization with Natural Language
    2019/08/11 by Songyang Zhang, Jinsong Su, Zhang, Songyang +3 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  13. WR-ONE2SET: Towards Well-Calibrated Keyphrase Generation
    2022/11/13 by Binbin Xie, Xiangpeng Wei, Xie, Binbin +13 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. A Sequence-to-Sequence&Set Model for Text-to-Table Generation
    2023/05/31 by Tong Li, Li, Tong, Zhihao Wang +9 · 3 citations
    Computer Science · #Handwritten Text Recognition Techniques #Topic Modeling #Natural Language Processing Techniques
  15. LiteSearch: Efficacious Tree Search for LLM
    2024/06/29 by Ante Wang, Wang, Ante, Linfeng Song +13 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  16. When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
    2025/06/06 by Zhiyi Xiang, Chuanjie Wu, Xiang, Zhishang +10 · 10 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
  17. Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation
    2024/07/03 by Zhibin Lan, Liqiang Niu, Lan, Zhibin +9 · 5 citations
    Computer Science · #Natural Language Processing Techniques
  18. Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs
    2024/06/04 by Cao, Zhiwei, Cao, Qian, Lu, Yu +4 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
    2025/06/10 by Qinggang Zhang, Zhang, Qinggang, Zhiyi Xiang +10 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Multimodal Machine Learning Applications #Topic Modeling
  20. Towards Better Document-level Relation Extraction via Iterative Inference
    2022/11/26 by Liang Zhang, Jinsong Su, Zhang, Liang +11 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. Towards Robust k-Nearest-Neighbor Machine Translation
    2022/10/17 by Hui Jiang, Jiang, Hui, Ziyao Lu +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  22. On the Cultural Gap in Text-to-Image Generation
    2023/07/06 by Bingshuai Liu, Liu, Bingshuai, Longyue Wang +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Video Analysis and Summarization
  23. Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models
    2023/12/04 by Liu, Bingshuai, Lyu, Chenyang, Min, Zijun +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  24. AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity
    2024/09/20 by Lan, Zhibin, Niu, Liqiang, Meng, Fandong +3 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation
    2023/05/23 by Liyan Kang, Luyang Huang, Kang, Liyan +15 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Video Analysis and Summarization
  26. Using Large Language Model for End-to-End Chinese ASR and NER
    2024/01/21 by Yuang Li, Li, Yuang, Jiawei Yu +13 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  27. Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer
    2020/05/05 by Chulun Zhou, Liangyu Chen, Zhou, Chulun +11 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  28. Structural Information Preserving for Graph-to-Text Generation
    2021/02/12 by Linfeng Song, Song, Linfeng, Ante Wang +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  29. Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study
    2025/02/17 by Yujie Lin, Lin, Yujie, Wang, Ante +9 · 4 citations
    Computer Science · #Data Visualization and Analytics #Advanced Text Analysis Techniques
  30. Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation
    2021/06/11 by Xin Liu, Liu, Xin, Baosong Yang +13 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  31. Leveraging Dependency Forest for Neural Medical Relation Extraction
    2019/11/11 by Song, Linfeng, Zhang, Yue, Gildea, Daniel +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval
    2024/06/10 by Gao, Yan, Cao, Zhiwei, Miao, Zhongjian +4 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. A GRU-Gated Attention Model for Neural Machine Translation
    2017/04/27 by Biao Zhang, Zhang, Biao, Deyi Xiong +3 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Handwritten Text Recognition Techniques
  34. A Variational Hierarchical Model for Neural Cross-Lingual Summarization
    2022/03/08 by Yunlong Liang, Liang, Yunlong, Fandong Meng +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  35. Type-Driven Multi-Turn Corrections for Grammatical Error Correction
    2022/03/17 by Shaopeng Lai, Lai, Shaopeng, Qingyu Zhou +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  36. A Label Dependence-aware Sequence Generation Model for Multi-level Implicit Discourse Relation Recognition
    2021/12/22 by Changxing Wu, Wu, Changxing, Liuwen Cao +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  37. Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval
    2024/11/04 by Zijun Min, Bingshuai Liu, Min, Zijun +11 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
  38. One2set + Large Language Model: Best Partners for Keyphrase Generation
    2024/10/04 by Shao, Liangying, Zhang, Liang, Peng, Minlong +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. Graph-based Neural Sentence Ordering
    2019/12/16 by Yongjing Yin, Linfeng Song, Yin, Yongjing +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  40. Fine-Grained Self-Endorsement Improves Factuality and Reasoning
    2024/02/23 by Ante Wang, Wang, Ante, Linfeng Song +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  41. FLEX: Continuous Agent Evolution via Forward Learning from Experience
    2025/11/09 by Zhicheng Cai, Xinyuan Guo, Cai, Zhicheng +15 · 5 citations
    Materials Science · Social Sciences · Computer Science · #Machine Learning in Materials Science #Language and cultural evolution #Reinforcement Learning in Robotics
  42. A Survey on Multi-modal Machine Translation: Tasks, Methods and Challenges
    2024/05/21 by Huangjun Shen, Shen, Huangjun, Liangying Shao +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  43. SPEC-RL: Accelerating On-Policy Reinforcement Learning via Speculative Rollouts
    2025/09/27 by Liu, Bingshuai, Wang, Ante, Min, Zijun +5 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  44. Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models
    2025/07/24 by Wu, Suhang, Tang, Jialong, Yang, Chengyi +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  45. Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented Generation
    2024/10/29 by Suhang Wu, Jialong Tang, Wu, Suhang +13 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  46. Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing
    2024/06/24 by Hao Yue, Yue, Hao, Shaopeng Lai +9 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
  47. UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings
    2025/11/01 by Lan, Zhibin, Niu, Liqiang, Meng, Fandong +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  48. "I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities
    2024/12/26 by Jiawei Yu, Xiang Geng, Yu, Jiawei +19 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  49. Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls
    2025/02/16 by Ante Wang, Wang, Ante, Linfeng Song +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  50. A Dual-Perspective Metaphor Detection Framework Using Large Language Models
    2024/12/23 by Yujie Lin, Jingyao Liu, Lin, Yujie +7 · 1 citation
    Psychology · Computer Science · #Language, Metaphor, and Cognition #Advanced Text Analysis Techniques
  51. A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection
    2025/03/30 by Hui Li, Ante Wang, Li, Hui +13 · 1 citation
    Computer Science · Social Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Misinformation and Its Impacts #Topic Modeling