---
title: "Yangqiu Song — all works — Elamur Research"
description: "All 50 works of Yangqiu Song 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/yangqiu-song/works/"
---
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# Yangqiu Song — all works

50 works · [← Yangqiu Song](https://md.research.elamur.ai/free/en/authors/yangqiu-song/)

1. **[Multilingual and Multi-Aspect Hate Speech Analysis](https://md.research.elamur.ai/free/en/papers/ousidhoum-2019-multilingual-multi-aspect-hate-speech/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Nedjma Ousidhoum, Zizheng Lin, Hongming Zhang, et al.*2019 · 411 citations*
2. **[Multi-step Jailbreaking Privacy Attacks on ChatGPT](https://md.research.elamur.ai/free/en/papers/li-2023-multi-step-jailbreaking-privacy-attacks/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Haoran Li, Dadi Guo, Wei Fan, et al.*2023 · 304 citations*
3. **[Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision ↗](https://aclanthology.org/P19-1520/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Hongliang Dai, Yangqiu Song*2019 · 191 citations*
4. **[Event Detection and Co-reference with Minimal Supervision](https://md.research.elamur.ai/free/en/papers/peng-2016-event-detection-co-reference-minimal/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Haoruo Peng, Yangqiu Song, Dan Roth*2016 · 182 citations*
5. **[On Dataless Hierarchical Text Classification ↗](https://doi.org/10.1609/aaai.v28i1.8938) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Yangqiu Song, Dan Roth*2014 · 154 citations*
6. **[Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components ↗](https://aclanthology.org/D17-1027/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Jinxing Yu et al.*2017 · 140 citations*
7. **[Probing Toxic Content in Large Pre-Trained Language Models ↗](https://aclanthology.org/2021.acl-long.329/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yet**Nedjma Ousidhoum et al.*2021 · 120 citations*
8. **[Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ↗](https://arxiv.org/abs/2402.18272) arXiv:2402.18272 · no summary yet**Qineng Wang et al.*2024 · 107 citations*
9. **[TransOMCS: From Linguistic Graphs to Commonsense Knowledge ↗](https://arxiv.org/abs/2005.00206) arXiv:2005.00206 · no summary yet**Hongming Zhang et al.*2020 · 103 citations*
10. **[Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension ↗](https://aclanthology.org/D17-1217/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yichun Yin, Yangqiu Song, Ming Zhang*2017 · 99 citations*
11. **[Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations](https://md.research.elamur.ai/free/en/papers/chan-2024-exploring-potential-chatgpt-sentence-level/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Chunkit Chan, Cheng Jiayang, Weiqi Wang, et al.*2024 · 92 citations*
12. **[Text Classification with Heterogeneous Information Network Kernels ↗](https://doi.org/10.1609/aaai.v30i1.10297) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Chenguang Wang et al.*2016 · 84 citations*
13. **[Unsupervised Sparse Vector Densification for Short Text Similarity ↗](https://aclanthology.org/N15-1138/) Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Yangqiu Song, Dan Roth*2015 · 78 citations*
14. **[Analogous Process Structure Induction for Sub-event Sequence Prediction ↗](https://aclanthology.org/2020.emnlp-main.119/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Hongming Zhang et al.*2020 · 56 citations*
15. **[Incorporating Context and External Knowledge for Pronoun Coreference Resolution](https://md.research.elamur.ai/free/en/papers/zhang-2019-incorporating-context-external-knowledge-pronoun/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Hongming Zhang, Yan Song, Yangqiu Song*2019 · 54 citations*
16. **[Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks ↗](https://doi.org/10.1145/2783258.2783374) ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yet**Chenguang Wang et al.*2015 · 53 citations*
17. **[CogCompNLP: Your Swiss Army Knife for NLP ↗](https://aclanthology.org/L18-1086/) Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) · no summary yet**Daniel Khashabi et al.*2018 · 50 citations*
18. **[Knowledge-aware Pronoun Coreference Resolution](https://md.research.elamur.ai/free/en/papers/zhang-2019-knowledge-aware-pronoun-coreference-resolution/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hongming Zhang, Yan Song, Yangqiu Song, et al.*2019 · 49 citations*
19. **[SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition ↗](https://aclanthology.org/P19-1071/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Hongming Zhang, Hantian Ding, Yangqiu Song*2019 · 46 citations*
20. **[DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition](https://md.research.elamur.ai/free/en/papers/chan-2023-discoprompt-path-prediction-prompt-tuning/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Chunkit Chan, Xin Liu, Jiayang Cheng, et al.*2023 · 45 citations*
21. **[What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues](https://md.research.elamur.ai/free/en/papers/yu-2019-what-you-see-is-what/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xintong Yu, Hongming Zhang, Yangqiu Song, et al.*2019 · 42 citations*
22. **[Word Embeddings with Limited Memory ↗](https://aclanthology.org/P16-2063/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Shaoshi Ling, Yangqiu Song, Dan Roth*2016 · 40 citations*
23. **[From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery ↗](https://arxiv.org/abs/2505.13259) arXiv:2505.13259 · no summary yet**Tianshi Zheng et al.*2025 · 39 citations*
24. **[Can Indirect Prompt Injection Attacks Be Detected and Removed?](https://md.research.elamur.ai/free/en/papers/chen-2025-can-indirect-prompt-injection-attacks/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yulin Chen, Haoran Li, Yuan Sui, et al.*2025 · 30 citations*
25. **[Cross-lingual dataless classification for many languages ↗](https://openalex.org/W2576784760) International Joint Conference on Artificial Intelligence · no summary yet**Yangqiu Song et al.*2016 · 25 citations*
26. **[Defense Against Prompt Injection Attack by Leveraging Attack Techniques](https://md.research.elamur.ai/free/en/papers/chen-2025-defense-against-prompt-injection-attack/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yulin Chen, Haoran Li, Zihao Zheng, et al.*2025 · 24 citations*
27. **[Illinois CCG TAC 2015 Event Nugget, Entity Discovery and Linking, and Slot Filler Validation Systems ↗](https://openalex.org/W2805545340) Theory and applications of categories · no summary yet**Mark Sammons et al.*2015 · 22 citations*
28. **[Toward any-language zero-shot topic classification of textual documents ↗](https://doi.org/10.1016/j.artint.2019.02.002) Artificial Intelligence · no summary yet**Yangqiu Song et al.*2019 · 20 citations*
29. **[PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance](https://md.research.elamur.ai/free/en/papers/li-2025-privaci-bench-evaluating-privacy-contextual/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Haoran Li, Wenbin Hu, Huihao Jing, et al.*2025 · 17 citations*
30. **[World Knowledge as Indirect Supervision for Document Clustering ↗](https://doi.org/10.1145/2953881) ACM Transactions on Knowledge Discovery from Data · no summary yet**Chenguang Wang et al.*2016 · 12 citations*
31. **[A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English ↗](https://aclanthology.org/2021.crac-1.1/) Proceedings of the Fourth Workshop on Computational Models of Reference, Anaphora and Coreference · no summary yet**Hongming Zhang, Xinran Zhao, Yangqiu Song*2021 · 9 citations*
32. **[Improving a Pipeline Architecture for Shallow Discourse Parsing ↗](https://aclanthology.org/K15-2012/) Proceedings of the Nineteenth Conference on Computational Natural Language Learning - Shared Task · no summary yet**Yangqiu Song et al.*2015 · 9 citations*
33. **[Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?](https://md.research.elamur.ai/free/en/papers/liu-2025-revisiting-epistemic-markers-confidence-estimation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jiayu Liu, Qing Zong, Weiqi Wang, et al.*2025 · 8 citations*
34. **[Machine Learning with World Knowledge: The Position and Survey ↗](https://arxiv.org/abs/1705.02908) arXiv (Cornell University) · no summary yet**Yangqiu Song, Dan Roth*2017 · 8 citations*
35. **[Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/hu-2025-context-reasoner-incentivizing-reasoning-capability/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Wenbin Hu, Haoran Li, Huihao Jing, et al.*2025 · 7 citations*
36. **[Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence ↗](https://arxiv.org/abs/1611.04122) arXiv (Cornell University) · no summary yet**Yangqiu Song, Mayhew, Stephen, Dan Roth*2016 · 7 citations*
37. **[Constrained information-theoretic tripartite graph clustering to identify semantically similar relations ↗](https://openalex.org/W2401789818) Rare & Special e-Zone (The Hong Kong University of Science and Technology) · no summary yet**Chenguang Wang et al.*2015 · 7 citations*
38. **[AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction](https://md.research.elamur.ai/free/en/papers/tsang-2026-autograph-r1-end-end-reinforcement/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hong Ting Tsang, Jiaxin Bai, Haoyu Huang, et al.*2026 · 4 citations*
39. **[Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents ↗](https://arxiv.org/abs/2505.14104) arXiv:2505.14104 · no summary yet**Wei Fan et al.*2025 · 3 citations*
40. **[MASLegalBench: Benchmarking Multi-Agent Systems in Deductive Legal Reasoning ↗](https://arxiv.org/abs/2509.24922) arXiv:2509.24922 · no summary yet**Huihao Jing et al.*2025 · 3 citations*
41. **[CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm ↗](https://aclanthology.org/2023.findings-eacl.8/) Findings of the Association for Computational Linguistics: EACL 2023 · no summary yet**Hongming Zhang et al.*2023 · 3 citations*
42. [**PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in English**Xinran Zhao, Hongming Zhang, Yangqiu Song*English · 3 citations*](https://md.research.elamur.ai/free/en/papers/zhao-2022-pcr4all-comprehensive-evaluation-benchmark-pronoun/)
43. **[Learning Contextual Causality from Time-consecutive Images ↗](https://arxiv.org/abs/2012.07138) arXiv (Cornell University) · no summary yet**Hongming Zhang et al.*2020 · 3 citations*
44. **[DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay](https://md.research.elamur.ai/free/en/papers/mo-2026-dixitworld-evaluating-multimodal-abductive-reasoning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yunxiang MO, Tianshi Zheng, Qing Zong, et al.*2026 · 2 citations*
45. **[arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation](https://md.research.elamur.ai/free/en/papers/wang-2026-arxiv2table-realistic-benchmarking-evaluation-llm/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Weiqi Wang, Jiefu Ou, Yangqiu Song, et al.*2026 · 1 citation*
46. **[InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling](https://md.research.elamur.ai/free/en/papers/shi-2026-inferencedynamics-adaptive-llm-routing-through/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Haochen Shi, Tianshi Zheng, Weiqi Wang, et al.*2026 · 1 citation*
47. **[Can LLMs Time Travel? Enhancing Temporal Consistency in Legal Agentic Search through Reinforcement Learning ↗](https://arxiv.org/abs/2605.25920) arXiv:2605.25920 · no summary yet**Wei Fan et al.*2026 · 1 citation*
48. **[ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance ↗](https://aclanthology.org/2026.acl-long.294/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Haoran Li et al.*2026*
49. **[SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding ↗](https://aclanthology.org/2026.findings-acl.826/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Yuqi Yang et al.*2026*
50. **[Illinois CCG LoReHLT 2016 named entity recognition and situation frame systems ↗](https://doi.org/10.1007/s10590-017-9211-5) Machine Translation · no summary yet**Chen-Tse Tsai et al.*2018*