🧑‍🔬 Yangqiu Song — all works

50 works · ← Yangqiu Song

1. Multilingual and Multi-Aspect Hate Speech AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP)Nedjma Ousidhoum, Zizheng Lin, Hongming Zhang, et al.2019 · 411 citations
2. Multi-step Jailbreaking Privacy Attacks on ChatGPTFindings of the Association for Computational LinguisticsHaoran Li, Dadi Guo, Wei Fan, et al.2023 · 304 citations
3. Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetHongliang Dai, Yangqiu Song2019 · 191 citations
4. Event Detection and Co-reference with Minimal SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP)Haoruo Peng, Yangqiu Song, Dan Roth2016 · 182 citations
5. On Dataless Hierarchical Text Classification ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetYangqiu Song, Dan Roth2014 · 154 citations
6. Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetJinxing Yu et al.2017 · 140 citations
7. Probing Toxic Content in Large Pre-Trained Language Models ↗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 yetNedjma Ousidhoum et al.2021 · 120 citations
8. Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ↗arXiv:2402.18272 · no summary yetQineng Wang et al.2024 · 107 citations
9. TransOMCS: From Linguistic Graphs to Commonsense Knowledge ↗arXiv:2005.00206 · no summary yetHongming Zhang et al.2020 · 103 citations
10. Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetYichun Yin, Yangqiu Song, Ming Zhang2017 · 99 citations
11. Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse RelationsFindings of the Association for Computational LinguisticsChunkit Chan, Cheng Jiayang, Weiqi Wang, et al.2024 · 92 citations
12. Text Classification with Heterogeneous Information Network Kernels ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChenguang Wang et al.2016 · 84 citations
13. Unsupervised Sparse Vector Densification for Short Text Similarity ↗Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYangqiu Song, Dan Roth2015 · 78 citations
14. Analogous Process Structure Induction for Sub-event Sequence Prediction ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetHongming Zhang et al.2020 · 56 citations
15. Incorporating Context and External Knowledge for Pronoun Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hongming Zhang, Yan Song, Yangqiu Song2019 · 54 citations
16. Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetChenguang Wang et al.2015 · 53 citations
17. CogCompNLP: Your Swiss Army Knife for NLP ↗Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) · no summary yetDaniel Khashabi et al.2018 · 50 citations
18. Knowledge-aware Pronoun Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Hongming Zhang, Yan Song, Yangqiu Song, et al.2019 · 49 citations
19. SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetHongming Zhang, Hantian Ding, Yangqiu Song2019 · 46 citations
20. DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation RecognitionFindings of the Association for Computational LinguisticsChunkit Chan, Xin Liu, Jiayang Cheng, et al.2023 · 45 citations
21. What You See is What You Get: Visual Pronoun Coreference Resolution in DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP)Xintong Yu, Hongming Zhang, Yangqiu Song, et al.2019 · 42 citations
22. Word Embeddings with Limited Memory ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetShaoshi Ling, Yangqiu Song, Dan Roth2016 · 40 citations
23. From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery ↗arXiv:2505.13259 · no summary yetTianshi Zheng et al.2025 · 39 citations
24. Can Indirect Prompt Injection Attacks Be Detected and Removed?Annual Meeting of the Association for Computational Linguistics (ACL)Yulin Chen, Haoran Li, Yuan Sui, et al.2025 · 30 citations
25. Cross-lingual dataless classification for many languages ↗International Joint Conference on Artificial Intelligence · no summary yetYangqiu Song et al.2016 · 25 citations
26. Defense Against Prompt Injection Attack by Leveraging Attack TechniquesAnnual Meeting of the Association for Computational Linguistics (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 ↗Theory and applications of categories · no summary yetMark Sammons et al.2015 · 22 citations
28. Toward any-language zero-shot topic classification of textual documents ↗Artificial Intelligence · no summary yetYangqiu Song et al.2019 · 20 citations
29. PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal ComplianceAnnual Meeting of the Association for Computational Linguistics (ACL)Haoran Li, Wenbin Hu, Huihao Jing, et al.2025 · 17 citations
30. World Knowledge as Indirect Supervision for Document Clustering ↗ACM Transactions on Knowledge Discovery from Data · no summary yetChenguang Wang et al.2016 · 12 citations
31. A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English ↗Proceedings of the Fourth Workshop on Computational Models of Reference, Anaphora and Coreference · no summary yetHongming Zhang, Xinran Zhao, Yangqiu Song2021 · 9 citations
32. Improving a Pipeline Architecture for Shallow Discourse Parsing ↗Proceedings of the Nineteenth Conference on Computational Natural Language Learning - Shared Task · no summary yetYangqiu Song et al.2015 · 9 citations
33. Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?Annual Meeting of the Association for Computational Linguistics (ACL)Jiayu Liu, Qing Zong, Weiqi Wang, et al.2025 · 8 citations
34. Machine Learning with World Knowledge: The Position and Survey ↗arXiv (Cornell University) · no summary yetYangqiu Song, Dan Roth2017 · 8 citations
35. Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Wenbin Hu, Haoran Li, Huihao Jing, et al.2025 · 7 citations
36. Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence ↗arXiv (Cornell University) · no summary yetYangqiu Song, Mayhew, Stephen, Dan Roth2016 · 7 citations
37. Constrained information-theoretic tripartite graph clustering to identify semantically similar relations ↗Rare & Special e-Zone (The Hong Kong University of Science and Technology) · no summary yetChenguang Wang et al.2015 · 7 citations
38. AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph ConstructionAnnual Meeting of the Association for Computational Linguistics (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 ↗arXiv:2505.14104 · no summary yetWei Fan et al.2025 · 3 citations
40. MASLegalBench: Benchmarking Multi-Agent Systems in Deductive Legal Reasoning ↗arXiv:2509.24922 · no summary yetHuihao Jing et al.2025 · 3 citations
41. CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm ↗Findings of the Association for Computational Linguistics: EACL 2023 · no summary yetHongming Zhang et al.2023 · 3 citations
42. PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in EnglishXinran Zhao, Hongming Zhang, Yangqiu SongEnglish · 3 citations
43. Learning Contextual Causality from Time-consecutive Images ↗arXiv (Cornell University) · no summary yetHongming Zhang et al.2020 · 3 citations
44. DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit GameplayAnnual Meeting of the Association for Computational Linguistics (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 GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Weiqi Wang, Jiefu Ou, Yangqiu Song, et al.2026 · 1 citation
46. InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge ProfilingAnnual Meeting of the Association for Computational Linguistics (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 ↗arXiv:2605.25920 · no summary yetWei Fan et al.2026 · 1 citation
48. ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHaoran Li et al.2026
49. SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetYuqi Yang et al.2026
50. Illinois CCG LoReHLT 2016 named entity recognition and situation frame systems ↗Machine Translation · no summary yetChen-Tse Tsai et al.2018

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