---
title: "Sujian Li — all works — Elamur Research"
description: "All 36 works of Sujian Li in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/sujian-li/works/"
---
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# Sujian Li — all works

36 works · [← Sujian Li](https://md.research.elamur.ai/free/en/authors/sujian-li/)

1. **[Interactive Attention Networks for Aspect-Level Sentiment Classification ↗](https://doi.org/10.24963/ijcai.2017/568) International Joint Conference on Artificial Intelligence · no summary yet**Dehong Ma et al.*2017 · 1,199 citations*
2. **[Do NLP Models Know Numbers? Probing Numeracy in Embeddings](https://md.research.elamur.ai/free/en/papers/wallace-2019-do-nlp-models-know-numbers/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Eric Wallace, Yizhong Wang, Sujian Li, et al.*2019 · 352 citations*
3. **[Text Level Graph Neural Network for Text Classification ↗](https://aclanthology.org/D19-1345/) 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 yet**Lianzhe Huang et al.*2019 · 343 citations*
4. **[Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization](https://md.research.elamur.ai/free/en/papers/cao-2018-retrieve-rerank-rewrite-soft-template/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://doi.org/10.1609/aaai.v29i1.9490) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Ziqiang Cao et al.*2015 · 255 citations*
6. **[Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension ↗](https://aclanthology.org/P19-1226/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**An Yang et al.*2019 · 195 citations*
7. **[Exploring Sequence-to-Sequence Learning in Aspect Term Extraction ↗](https://aclanthology.org/P19-1344/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Dehong Ma et al.*2019 · 192 citations*
8. **[A Novel Neural Topic Model and Its Supervised Extension ↗](https://doi.org/10.1609/aaai.v29i1.9499) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Ziqiang Cao et al.*2015 · 186 citations*
9. **[A Two-Stage Parsing Method for Text-Level Discourse Analysis](https://md.research.elamur.ai/free/en/papers/wang-2017-two-stage-parsing-method-text/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yizhong Wang, Sujian Li, Houfeng Wang*2017 · 164 citations*
10. **[Implicit Discourse Relation Classification via Multi-Task Neural Networks](https://md.research.elamur.ai/free/en/papers/liu-2016-implicit-discourse-relation-classification-multi/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Yang Liu, Sujian Li, Xiaodong Zhang, et al.*2016 · 162 citations*
11. **[Text-level Discourse Dependency Parsing](https://md.research.elamur.ai/free/en/papers/li-2014-text-level-discourse-dependency-parsing/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Sujian Li, Liang Wang, Ziqiang Cao, et al.*2014 · 156 citations*
12. **[Encoding Temporal Information for Time-Aware Link Prediction ↗](https://aclanthology.org/D16-1260/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Tingsong Jiang et al.*2016 · 148 citations*
13. **[Toward Fast and Accurate Neural Discourse Segmentation ↗](https://aclanthology.org/D18-1116/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yizhong Wang, Sujian Li, Jingfeng Yang*2018 · 128 citations*
14. **[Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention](https://md.research.elamur.ai/free/en/papers/liu-2016-recognizing-implicit-discourse-relations-repeated/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yang Liu, Sujian Li*2016 · 128 citations*
15. **[Joint Copying and Restricted Generation for Paraphrase ↗](https://arxiv.org/abs/1611.09235) arXiv:1611.09235 · no summary yet**Ziqiang Cao et al.*2016 · 126 citations*
16. **[Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ↗](https://aclanthology.org/P18-1178/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yizhong Wang et al.*2018 · 124 citations*
17. **[Tree-structured Decoding for Solving Math Word Problems ↗](https://aclanthology.org/D19-1241/) 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 yet**Qianying Liu et al.*2019 · 122 citations*
18. **[Component-Enhanced Chinese Character Embeddings ↗](https://aclanthology.org/D15-1098/) Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yanran Li et al.*2015 · 110 citations*
19. [**RestGPT: Connecting Large Language Models with Real-World RESTful APIs arXiv:2306.06624**Yifan Song, Weimin Xiong, Dawei Zhu, et al.*2023 · 108 citations*](https://md.research.elamur.ai/free/en/papers/song-2023-restgpt-connecting-large-language-models/)
20. **[Attentive Interactive Neural Networks for Answer Selection in Community Question Answering ↗](https://doi.org/10.1609/aaai.v31i1.11006) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Xiaodong Zhang et al.*2017 · 97 citations*
21. **[Joint Learning for Targeted Sentiment Analysis ↗](https://aclanthology.org/D18-1504/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Dehong Ma, Sujian Li, Houfeng Wang*2018 · 87 citations*
22. [**SciDTB: Discourse Dependency TreeBank for Scientific Abstracts**An Yang, Sujian Li*English · 83 citations*](https://md.research.elamur.ai/free/en/papers/yang-2018-scidtb-discourse-dependency-treebank-scientific/)
23. **[Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification ↗](https://aclanthology.org/2020.coling-main.69/) Proceedings of the 28th International Conference on Computational Linguistics · no summary yet**Lianzhe Huang et al.*2020 · 81 citations*
24. **[Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation ↗](https://aclanthology.org/N18-1018/) 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 yet**Shuming Ma et al.*2018 · 79 citations*
25. **[Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task ↗](https://aclanthology.org/W18-2611/) Proceedings of the Workshop on Machine Reading for Question Answering · no summary yet**An Yang et al.*2018 · 71 citations*
26. **[The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism](https://md.research.elamur.ai/free/en/papers/song-2025-good-bad-greedy-evaluation-llms/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Yifan Song, Guoyin Wang, Sujian Li, et al.*2025 · 64 citations*
27. **[Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents](https://md.research.elamur.ai/free/en/papers/song-2024-trial-error-exploration-based-trajectory/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yifan Song, Da Yin, Xiang Yue, et al.*2024 · 53 citations*
28. [**PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training arXiv:2309.10400**Dawei Zhu, Nan Yang, Liang Wang, et al.*2023 · 52 citations*](https://md.research.elamur.ai/free/en/papers/zhu-2023-pose-efficient-context-window/)
29. **[Implicit Discourse Relation Recognition by Selecting Typical Training Examples](https://md.research.elamur.ai/free/en/papers/wang-2012-implicit-discourse-relation-recognition-selecting/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/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 English](https://md.research.elamur.ai/free/en/papers/li-2021-exploring-text-transformers-aaai-2021/) [Communications in computer and information science](https://md.research.elamur.ai/free/en/venues/communications-in-computer-and-information-science/)**Xiangyang Li, Yu Xia, Xiang Long, et al.*2021 · 44 citations*
31. **[LongEmbed: Extending Embedding Models for Long Context Retrieval](https://md.research.elamur.ai/free/en/papers/zhu-2024-longembed-extending-embedding-models-long/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Dawei Zhu, Liang Wang, Nan Yang, et al.*2024 · 37 citations*
32. **[Recognizing Textual Entailment Using Probabilistic Inference](https://md.research.elamur.ai/free/en/papers/sha-2015-recognizing-textual-entailment-probabilistic-inference/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Lei Sha, Sujian Li, Baobao Chang, et al.*2015 · 10 citations*
33. **[Low Resource Style Transfer via Domain Adaptive Meta Learning ↗](https://aclanthology.org/2022.naacl-main.220/) Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Xiangyang Li et al.*2022 · 8 citations*
34. **[KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization](https://md.research.elamur.ai/free/en/papers/song-2026-knn-ssd-enabling-dynamic-self/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Mingbo Song, Heming Xia, Jun Zhang, et al.*2026 · 5 citations*
35. **[DocLens: A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding](https://md.research.elamur.ai/free/en/papers/zhu-2026-doclens-tool-augmented-multi-agent/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Dawei Zhu, Rui Meng, Jiefeng Chen, et al.*2026 · 2 citations*
36. **[The Halo Effect and Language Takeover: Spatiotemporal Attention Decay Explains Vision-Language Model Failures in Simple Visual Counting](https://md.research.elamur.ai/free/en/papers/zhao-2026-halo-effect-language-takeover-spatiotemporal/) [Workshop on Trustworthy NLP](https://md.research.elamur.ai/free/en/venues/trustnlp/)**Haochen Zhao, Sujian Li*2026*