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Li, Sujian

  1. RestGPT: Connecting Large Language Models with Real-World RESTful APIs
    2023/06/11 by Yifan Song, Weimin Xiong, Song, Yifan +12 · 29 citations
    Computer Science · #Topic Modeling #Software System Performance and Reliability #Natural Language Processing Techniques
  2. The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism
    2024/07/15 by Yifan Song, Song, Yifan, Guoyin Wang +5 · 35 citations
    Business, Management and Accounting · Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Business Law and Ethics #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Legal Education and Practice Innovations
  3. Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents
    2024/03/04 by Yifan Song, Yin Da, Song, Yifan +9 · 28 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotic Path Planning Algorithms #Simulation Techniques and Applications
  4. Do NLP Models Know Numbers? Probing Numeracy in Embeddings
    2019/09/17 by Wallace, Eric, Wang, Yizhong, Li, Sujian +2 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Watch Every Step! LLM Agent Learning via Iterative Step-Level Process Refinement
    2024/06/17 by Weimin Xiong, Xiong, Weimin, Yifan Song +15 · 20 citations
    Business, Management and Accounting · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models
    2024/11/26 by Li, Lei, Wei, Yuancheng, Xie, Zhihui +9 · 24 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. A Comprehensive Survey on Long Context Language Modeling
    2025/03/20 by Jiaheng Liu, Liu, Jiaheng, Dawei Zhu +70 · 35 citations
    Computer Science · #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  8. LongEmbed: Extending Embedding Models for Long Context Retrieval
    2024/04/18 by Dawei Zhu, Zhu, Dawei, Liang Wang +11 · 13 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Recommender Systems and Techniques
  9. SciDTB: Discourse Dependency TreeBank for Scientific Abstracts
    2018/06/10 by Yang An, Yang, An, Sujian Li +1 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  10. IntTower: the Next Generation of Two-Tower Model for Pre-Ranking System
    2022/10/18 by Xiang‐Yang Li, Bo Chen, Li, Xiangyang +22 · 7 citations
    Computer Science · Physics and Astronomy · #Advanced Text Analysis Techniques #Sentiment Analysis and Opinion Mining #Complex Network Analysis Techniques
  11. AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories
    2024/10/10 by Yifan Song, Song, Yifan, Weimin Xiong +15 · 13 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
  12. Interactive Attention Networks for Aspect-Level Sentiment Classification
    2017/09/04 by Ma, Dehong, Li, Sujian, Zhang, Xiaodong +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Text Level Graph Neural Network for Text Classification
    2019/10/06 by Huang, Lianzhe, Ma, Dehong, Li, Sujian +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments
    2024/07/15 by Chong Zhang, Zhang, Chong, Xinyi Liu +22 · 7 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Economics and business #Multiagent Systems (cs.MA) #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR)
  15. A Dependency-Based Neural Network for Relation Classification
    2015/07/16 by Yang Liu, Furu Wei, Liu, Yang +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Text and Document Classification Technologies #Topic Modeling
  16. Joint Copying and Restricted Generation for Paraphrase
    2016/11/28 by Ziqiang Cao, Cao, Ziqiang, Chuwei Luo +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  17. PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
    2023/09/19 by Dawei Zhu, Nan Yang, Zhu, Dawei +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  18. Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision
    2025/02/28 by Dawei Zhu, Zhu, Dawei, Gang Zhao +15 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  19. Zero-shot Chinese Discourse Dependency Parsing via Cross-lingual Mapping
    2019/11/27 by Yi Cheng, Sujian Li, Cheng, Yi +1 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. MPO: Boosting LLM Agents with Meta Plan Optimization
    2025/03/04 by Weimin Xiong, Yifan Song, Xiong, Weimin +10 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Robotic Path Planning Algorithms
  21. LiveQA: A Question Answering Dataset over Sports Live
    2020/10/01 by Qianying Liu, Sicong Jiang, Liu, Qianying +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  22. Unifying Discourse Resources with Dependency Framework
    2021/01/01 by Cheng, Yi, Li, Sujian, Li, Yueyuan · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. Rationale-Enhanced Language Models are Better Continual Relation Learners
    2023/10/10 by Weimin Xiong, Xiong, Weimin, Yifan Song +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  24. Long Context Alignment with Short Instructions and Synthesized Positions
    2024/05/07 by Wu, Wenhao, Wang, Yizhong, Fu, Yao +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. EERPD: Leveraging Emotion and Emotion Regulation for Improving Personality Detection
    2024/06/23 by Li, Zheng, Zhu, Dawei, Ma, Qilong +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. Machine Reading Comprehension: a Literature Review
    2019/06/30 by Xin Zhang, Yang An, Zhang, Xin +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  27. InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective
    2023/10/10 by Yifan Song, Song, Yifan, Peiyi Wang +11 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  28. Faithful to the Original: Fact Aware Neural Abstractive Summarization
    2017/11/13 by Cao, Ziqiang, Wei, Furu, Li, Wenjie +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  29. Order-Planning Neural Text Generation From Structured Data
    2017/09/01 by Sha, Lei, Mou, Lili, Liu, Tianyu +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  30. Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task
    2018/06/10 by Yang, An, Liu, Kai, Liu, Jing +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Toward Fast and Accurate Neural Discourse Segmentation
    2018/08/28 by Wang, Yizhong, Li, Sujian, Yang, Jingfeng · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Denoising based Sequence-to-Sequence Pre-training for Text Generation
    2019/08/22 by Liang Wang, Wang, Liang, Wei Zhao +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  33. Evaluating Text Coherence at Sentence and Paragraph Levels
    2020/06/05 by Liu, Sennan, Zeng, Shuang, Li, Sujian · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain
    2025/05/23 by Zhao, Suifeng, Jin, Zhuoran, Li, Sujian +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting
    2021/05/25 by Yi Cheng, Siyao Li, Cheng, Yi +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  36. BASS: Boosting Abstractive Summarization with Unified Semantic Graph
    2021/05/25 by Wu, Wenhao, Li, Wei, Xiao, Xinyan +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. Shapley Value-based Contrastive Alignment for Multimodal Information Extraction
    2024/07/25 by Luo, Wen, Xia, Yu, Tianshu, Shen +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM)
  38. Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation
    2022/10/10 by Peiyi Wang, Wang, Peiyi, Yifan Song +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling
  39. More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression
    2024/12/17 by Jiebin Zhang, Dawei Zhu, Zhang, Jiebin +14 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
  40. Component-Enhanced Chinese Character Embeddings
    2015/08/26 by Yanran Li, Wenjie Li, Li, Yanran +5 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  41. Implicit Discourse Relation Classification via Multi-Task Neural Networks
    2016/03/09 by Yang Liu, Sujian Li, Liu, Yang +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems #Topic Modeling
  42. DocRED-FE: A Document-Level Fine-Grained Entity And Relation Extraction Dataset
    2023/03/20 by Wang, Hongbo, Xiong, Weimin, Song, Yifan +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction
    2021/02/17 by Lianzhe Huang, Peiyi Wang, Huang, Lianzhe +13 · 3 citations
    Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Advanced Text Analysis Techniques
  44. LongAttn: Selecting Long-context Training Data via Token-level Attention
    2025/02/24 by Wu, Longyun, Zhu, Dawei, Zhao, Guangxiang +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences