🧑‍🔬 Who cites Siyang Liu

238 citations of their works from 232 papers of our library (of the 149,439 whose bibliographies we read) · 57 with a page here, the most cited first · ← Siyang Liu

1. Sentiment Analysis in the Era of Large Language Models: A Reality CheckFindings of the Association for Computational LinguisticsWenxuan Zhang, Yue Deng, Bing Liu, et al.2023 · 506 citations
2. ProsocialDialog: A Prosocial Backbone for Conversational AgentsConference on Empirical Methods in Natural Language Processing (EMNLP)Hyunwoo Kim, Youngjae Yu, Liwei Jiang, et al.2022 · 152 citations
3. MISC: A Mixed Strategy-Aware Model integrating COMET for Emotional Support ConversationAnnual Meeting of the Association for Computational Linguistics (ACL)Quan Tu, Yanran Li, Jianwei Cui, et al.2022 · 141 citations
4. The Moral Integrity Corpus: A Benchmark for Ethical Dialogue SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Caleb Ziems, Jane A. Yu, Yi-Chia Wang, et al.2022 · 122 citations
5. SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health SupportFindings of the Association for Computational LinguisticsHuachuan Qiu, Hongliang He, Shuai Zhang, et al.2024 · 95 citations
6. Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to PrinciplesConference on Empirical Methods in Natural Language Processing (EMNLP)Ryan Louie, Ananjan Nandi, William Fang, et al.2024 · 90 citations
7. EmoBench: Evaluating the Emotional Intelligence of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Sahand Sabour, Siyang Liu, Zheyuan Zhang, et al.2024 · 88 citations
8. CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language ModelsarXiv:2311.16832Jinfeng Zhou, Zhuang Chen, Dazhen Wan, et al.2023 · 60 citations
9. EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent EducationarXiv:2308.02773Yuhao Dan, Zhikai Lei, Yiyang Gu, et al.2023 · 58 citations
10. Evaluating the Capabilities of Large Language Models for Multi-label Emotion UnderstandingInternational Conference on Computational Linguistics (COLING)Tadesse Destaw Belay, Israel Abebe Azime, Abinew Ali Ayele, et al.2025 · 52 citations
11. Through the Lens of Core Competency: Survey on Evaluation of Large Language ModelsarXiv:2308.07902Ziyu Zhuang, Qiguang Chen, Longxuan Ma, et al.2023 · 35 citations
12. SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support AgentInternational Conference on Computational Linguistics (COLING)Jing Ye, Lu Xiang, Yaping Zhang, et al.2025 · 16 citations
13. Theory of Mind in Large Language Models: Assessment and EnhancementAnnual Meeting of the Association for Computational Linguistics (ACL)Ruirui Chen, Weifeng Jiang, Chengwei Qin, et al.2025 · 16 citations
14. You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive ConversationsFindings of the Association for Computational LinguisticsHongbin Na, Zimu Wang, Zhaoming Chen, et al.2026 · 15 citations
15. Overview of the PsyDefDetect Shared Task at BioNLP 2026: Detecting Levels of Psychological Defense Mechanisms in Supportive ConversationsBioNLPHongbin Na, Zimu Wang, Zhaoming Chen, et al.2026 · 13 citations
16. Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal DiscoveryTransactions of the Association for Computational Linguistics (TACL)Tao Feng, Lizhen Qu, Gholamreza Haffari2023 · 11 citations
17. STRIDE-ED: A Strategy-Grounded Stepwise Reasoning Framework for Empathetic Dialogue SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Hongru Ji, Yuyin Fan, Meng Zhao, et al.2026 · 10 citations
18. Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP)Jinfeng Zhou, Yuxuan Chen, Jianing Yin, et al.2025 · 10 citations
19. Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense InferenceInternational Conference on Computational Linguistics (COLING)Lanrui Wang, Jiangnan Li, Chenxu Yang, et al.2025 · 9 citations
20. Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human StatesAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Xiao, Jiashuo Wang, Qiancheng Xu, et al.2025 · 8 citations
21. NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Liu, Siya Qi, Xinyu Wang, et al.2025 · 7 citations
22. How About Kind of Generating Hedges using End-to-End Neural Models?Annual Meeting of the Association for Computational Linguistics (ACL)Alafate Abulimiti, Chloé Clavel, Justine Cassell2023 · 7 citations
23. Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language ModelsFindings of the Association for Computational LinguisticsBang Zhang, Ruotian Ma, Qingxuan Jiang, et al.2026 · 6 citations
24. Do LLMs Understand Dialogues? A Case Study on Dialogue ActsAyesha Qamar, Jonathan Tong, Ruihong Huang2025 · 6 citations
25. ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Tianjian Liu, Fanqi Wan, Jiajian Guo, et al.2026 · 3 citations
26. Nürnberg NLP at PsyDefDetect: Multi-Axis Voter Ensembles for Psychological Defence Mechanism ClassificationBioNLPPhilipp Steigerwald, Eric Rudolph, Jens Albrecht2026 · 2 citations
27. A Review of Incorporating Psychological Theories in LLMsConference of the European Chapter of the Association for Computational Linguistics (EACL)Zizhou Liu, Ziwei Gong, Lin Ai, et al.2026 · 1 citation
28. CS_Metro at PsyDefDetect: Detecting Psychological Defense Mechanisms in Mental Health Dialogues with Summarization-Enhanced Transformer EnsemblesBioNLPOarisa Rebayet, Radiul Walee, Symom Hossain Shohan, et al.2026 · 1 citation
29. DAL Team at PsyDefDetect: From Supervised Encoders to Hierarchical LLM-RAG for Psychological Defense DetectionBioNLPDuc-Luong Tran, Phuong-Anh Chu, Hoang-Dat Do, et al.2026 · 1 citation
30. MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Zhao, Hepeng Wang, Xiao Ding, et al.2026 · 1 citation
31. PsychEval: A Multi-Session and Multi-Therapy Benchmark for High-Realism AI Psychological CounselorFindings of the Association for Computational LinguisticsQianjun Pan, Junyi Wang, Jie Zhou, et al.2026 · 1 citation
32. RECAP: Transparent Inference-Time Emotion Alignment for Medical Dialogue SystemsWorkshop on Clinical Natural Language Processing (Clinical NLP) @ LRECAdarsh Srinivasan, Jacob Dineen, Muhammad Uzair Sarfraz, et al.2026 · 1 citation
33. Tailored Emotional LLM-Supporter: Enhancing Cultural SensitivityConference of the European Chapter of the Association for Computational Linguistics (EACL)Chen Cecilia Liu, Hiba Arnaout, Nils Kovačić, et al.2026 · 1 citation
34. TEA-Bench: A Systematic Benchmarking of Tool-enhanced Emotional Support Dialogue AgentAnnual Meeting of the Association for Computational Linguistics (ACL)Xingyu Sui, Yanyan Zhao, Yulin Hu, et al.2026 · 1 citation
35. transformer_1376 at PsyDefDetect: A QLoRA-Based Generative Framework for Context-Aware Psychological Defense Mechanism DetectionBioNLPPritha Saha, Shuvodwip Saha, Anik Mahmud Shanto2026 · 1 citation
36. VISHC at PsyDefDetect: Mitigating Data Scarcity in Psychological Defense Classification with Context-Aware Synthetic AugmentationBioNLPHoang-Thuy-Duong Vu, Quoc-Cuong Pham, Huy-Hieu Pham2026 · 1 citation
37. Building Common Ground in Dialogue: A SurveyLUHME WorkshopTatiana Anikina, Alina Leippert, Simon Ostermann2025 · 1 citation
38. A Unified View on Emotion Representation in Large Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Aishwarya Maheswaran, Maunendra Sankar Desarkar2026
39. At Your Own PACE: A Causal Framework for Evaluating EQ in LLMsFindings of the Association for Computational LinguisticsLei Lyu, Shengling Wang, Ke Chao, et al.2026
40. Causal-ESC: Reliable Policy Learning for Emotional Support Conversation via Causal InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Xv Wang, Wang Zhenyu, Guanyu Zheng, et al.2026
41. CEI: A Benchmark for Evaluating Pragmatic Reasoning in Language ModelsarXiv:2603.09993Jon Chun, Hannah Sussman, Adrian Mangine, et al.2026
42. ChatAnime: Towards User-Centered Emotional Support in LLM-based Virtual Character ChatAnnual Meeting of the Association for Computational Linguistics (ACL)Lanlan Qiu, Sophia Xiao Pu, Yeqi Feng, et al.2026
43. Do Emotions Influence Moral Judgment in Large Language Models?Findings of the Association for Computational LinguisticsMohammad Saim, Tianyu Jiang2026
44. Emotion Trajectory-aware Retrieval for Markov-driven Emotion Anticipation in LLM-based Emotional Support ConversationFindings of the Association for Computational LinguisticsHongyan Wu, Zhiliang Tian, Zhen Huang, et al.2026
45. Emotion-Wheel-Guided Audio-Referred Text Representation for Multimodal Emotion Recognition in ConversationAnnual Meeting of the Association for Computational Linguistics (ACL)Eunseon Seong, Harim Lee, Dahye Kim, et al.2026
46. EMPATH: An Ensemble Method for Automatic Fine-Grained Turn-Level Dialogue Empathy Evaluation with a Novel Emotional Distance MetricFindings of the Association for Computational LinguisticsDongning Rao, Zhihua Liang, Zhihua Jiang2026
47. Empathy Applicability Modeling for General Health QueriesFindings of the Association for Computational LinguisticsShan Randhawa, Agha Ali Raza, Kentaro Toyama, et al.2026
48. Evaluating the Effect of Question Wording Variations on Answer Consistency in Large Language ModelsLanguage Resources and Evaluation Conference (LREC)Junya Takayama, Masaya Ohagi, Tomoya Mizumoto, et al.2026
49. From Felt Sense to Words: Construction and Analysis of a Focusing Dialogue Dataset for VerbalizationAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Yuiko Tsunomori, Yuya Chiba, Yosuke Koshikawa2026
50. HumanLLM: Benchmarking and Improving LLM Anthropomorphism via Human Cognitive PatternsAnnual Meeting of the Association for Computational Linguistics (ACL)Xintao Wang, Jian Yang, Weiyuan Li, et al.2026
51. I Don't Need Solution. I Need Emotional Support : Empathetic LLMs based on Emotional ValidationFindings of the Association for Computational LinguisticsSuhyune Son, Jungwoo Lim, Myunghoon Kang, et al.2026
52. I Understand How You Feel: Enhancing Deeper Emotional Support Through Multilingual Emotional Validation in Dialogue SystemAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Zi Haur Pang, Yahui Fu, Koji Inoue, et al.2026
53. Merlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive PromptingAnnual Meeting of the Association for Computational Linguistics (ACL)Heming Xia, Cunxiao Du, Rui Li, et al.2026
54. Multilingual KokoroChat: A Multi-LLM Ensemble Translation Method for Creating a Multilingual Counseling Dialogue DatasetLanguage Resources and Evaluation Conference (LREC)Ryoma Suzuki, Zhiyang Qi, Michimasa Inaba2026
55. Retrieving Responses Useful as References in Counseling via LLM-Generated Structurally Analogous DialoguesAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Yu Nakagawa, Nozomu Ikeda, Kotaro Funakoshi, et al.2026
56. TRACE: Two-Phase RL for Causal Graph Exploration and Deeper Psychological Intervention in Dynamic Counseling ScenariosFindings of the Association for Computational LinguisticsShilin Tang, Zunyi Yin, Xuefeng Liang, et al.2026
57. Tewodros at SemEval-2025 Task 11: Multilingual Emotion Intensity Detection using Small Language ModelsInternational Workshop on Semantic Evaluation (SemEval)Mikiyas Eyasu, Wendmnew Sitot Abebaw, Nida Hafeez, et al.2025

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