🧑‍🔬 Sujian Li — all works

35 works · ← Sujian Li

1. Interactive Attention Networks for Aspect-Level Sentiment Classification ↗International Joint Conference on Artificial Intelligence · no summary yetDehong Ma et al.2017 · 1,199 citations
2. Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Eric Wallace, Yizhong Wang, Sujian Li, et al.2019 · 352 citations
3. Text Level Graph Neural Network for Text Classification ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetLianzhe Huang et al.2019 · 343 citations
4. Retrieve, Rerank and Rewrite: Soft Template Based Neural SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Ziqiang Cao, Wenjie Li, Sujian Li, et al.2018 · 270 citations
5. Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZiqiang Cao et al.2015 · 255 citations
6. Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetAn Yang et al.2019 · 195 citations
7. Exploring Sequence-to-Sequence Learning in Aspect Term Extraction ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetDehong Ma et al.2019 · 192 citations
8. A Novel Neural Topic Model and Its Supervised Extension ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZiqiang Cao et al.2015 · 186 citations
9. A Two-Stage Parsing Method for Text-Level Discourse AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Yizhong Wang, Sujian Li, Houfeng Wang2017 · 164 citations
10. Implicit Discourse Relation Classification via Multi-Task Neural NetworksProceedings of the AAAI Conference on Artificial IntelligenceYang Liu, Sujian Li, Xiaodong Zhang, et al.2016 · 162 citations
11. Text-level Discourse Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Sujian Li, Liang Wang, Ziqiang Cao, et al.2014 · 156 citations
12. Encoding Temporal Information for Time-Aware Link Prediction ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetTingsong Jiang et al.2016 · 148 citations
13. Toward Fast and Accurate Neural Discourse Segmentation ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetYizhong Wang, Sujian Li, Jingfeng Yang2018 · 128 citations
14. Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level AttentionConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Sujian Li2016 · 128 citations
15. Joint Copying and Restricted Generation for Paraphrase ↗arXiv:1611.09235 · no summary yetZiqiang Cao et al.2016 · 126 citations
16. Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYizhong Wang et al.2018 · 124 citations
17. Tree-structured Decoding for Solving Math Word Problems ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetQianying Liu et al.2019 · 122 citations
18. Component-Enhanced Chinese Character Embeddings ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetYanran Li et al.2015 · 110 citations
19. RestGPT: Connecting Large Language Models with Real-World RESTful APIsarXiv:2306.06624Yifan Song, Weimin Xiong, Dawei Zhu, et al.2023 · 108 citations
20. Attentive Interactive Neural Networks for Answer Selection in Community Question Answering ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetXiaodong Zhang et al.2017 · 97 citations
21. Joint Learning for Targeted Sentiment Analysis ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetDehong Ma, Sujian Li, Houfeng Wang2018 · 87 citations
22. SciDTB: Discourse Dependency TreeBank for Scientific AbstractsAn Yang, Sujian LiEnglish · 83 citations
23. Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetLianzhe Huang et al.2020 · 81 citations
24. Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetShuming Ma et al.2018 · 79 citations
25. Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task ↗Proceedings of the Workshop on Machine Reading for Question Answering · no summary yetAn Yang et al.2018 · 71 citations
26. The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-DeterminismConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yifan Song, Guoyin Wang, Sujian Li, et al.2025 · 64 citations
27. Trial and Error: Exploration-Based Trajectory Optimization of LLM AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Yifan Song, Da Yin, Xiang Yue, et al.2024 · 53 citations
28. PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise TrainingarXiv:2309.10400Dawei Zhu, Nan Yang, Liang Wang, et al.2023 · 52 citations
29. Implicit Discourse Relation Recognition by Selecting Typical Training ExamplesInternational Conference on Computational Linguistics (COLING)Xun Wang, Sujian Li, Jiwei Li, et al.2012 · 47 citations
30. Exploring Text-transformers in AAAI 2021 Shared Task: COVID-19 Fake News Detection in EnglishCommunications in computer and information scienceXiangyang Li, Yu Xia, Xiang Long, et al.2021 · 44 citations
31. LongEmbed: Extending Embedding Models for Long Context RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP)Dawei Zhu, Liang Wang, Nan Yang, et al.2024 · 37 citations
32. Recognizing Textual Entailment Using Probabilistic InferenceConference on Empirical Methods in Natural Language Processing (EMNLP)Lei Sha, Sujian Li, Baobao Chang, et al.2015 · 10 citations
33. Low Resource Style Transfer via Domain Adaptive Meta Learning ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetXiangyang Li et al.2022 · 8 citations
34. KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set OptimizationFindings of the Association for Computational LinguisticsMingbo Song, Heming Xia, Jun Zhang, et al.2026 · 5 citations
35. DocLens: A Tool-Augmented Multi-Agent Framework for Long Visual Document UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Dawei Zhu, Rui Meng, Jiefeng Chen, et al.2026 · 2 citations

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