🧑‍🔬 Ting Liu — all works

59 works · ← Ting Liu

1. A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open QuestionsACM Transactions on Information SystemsLei Huang, Weijiang Yu, Weitao Ma, et al.2023 · 3,231 citations
2. CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesFindings of the Association for Computational LinguisticsZhangyin Feng, Daya Guo, Duyu Tang, et al.2020 · 2,967 citations
3. Document Modeling with Gated Recurrent Neural Network for Sentiment ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Duyu Tang, Bing Qin, Ting Liu2015 · 1,686 citations
4. Pre-Training with Whole Word Masking for Chinese BERTIEEE/ACM Transactions on Audio Speech and Language ProcessingYiming Cui, Wanxiang Che, Ting Liu, et al.2019 · 1,490 citations
5. Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Duyu Tang, Furu Wei, Nan Yang, et al.2014 · 1,346 citations
6. Aspect Level Sentiment Classification with Deep Memory NetworkConference on Empirical Methods in Natural Language Processing (EMNLP)Duyu Tang, Bing Qin, Ting Liu2016 · 1,197 citations
7. Revisiting Pre-Trained Models for Chinese Natural Language ProcessingarXiv:2004.13922Yiming Cui, Wanxiang Che, Ting Liu, et al.2020 · 790 citations
8. Effective LSTMs for Target-Dependent Sentiment ClassificationInternational Conference on Computational Linguistics (COLING)Duyu Tang, Bing Qin, Xiaocheng Feng, et al.2016 · 697 citations
9. A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP)Libo Qin, Wanxiang Che, Yangming Li, et al.2019 · 385 citations
10. Learning Semantic Hierarchies via Word EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Ruiji Fu, Jiang Guo, Bing Qin, et al.2014 · 327 citations
11. Cross-lingual Dependency Parsing Based on Distributed RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiang Guo, Wanxiang Che, David Yarowsky, et al.2015 · 269 citations
12. Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Yutai Hou, Wanxiang Che, Yongkui Lai, et al.2020 · 265 citations
13. Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetSanyuan Chen et al.2020 · 257 citations
14. Towards Conversational Recommendation over Multi-Type DialogsAnnual Meeting of the Association for Computational Linguistics (ACL)Zeming Liu, Haifeng Wang, Zheng-Yu Niu, et al.2020 · 230 citations
15. A Language-Independent Neural Network for Event DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaocheng Feng, Lifu Huang, Duyu Tang, et al.2016 · 226 citations
16. Application-driven Statistical Paraphrase GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Shiqi Zhao, Xiang Lan, Ting Liu, et al.2009 · 186 citations
17. HuaTuo: Tuning LLaMA Model with Chinese Medical KnowledgearXiv:2304.06975Haochun Wang, Chi Liu, Nuwa Xi, et al.2023 · 171 citations
18. N-LTP: An Open-source Neural Language Technology Platform for Chinese ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yetWanxiang Che et al.2021 · 162 citations
19. A Span-Extraction Dataset for Chinese Machine Reading ComprehensionarXiv:1810.07366 · EMNLP 2019 5886-5891Yiming Cui, Ting Liu, Wanxiang Che, et al.2018 · 160 citations
20. Cross-Lingual BERT Transformation for Zero-Shot Dependency ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Yuxuan Wang, Wanxiang Che, Jiang Guo, et al.2019 · 153 citations
21. BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized DataAnnual Meeting of the Association for Computational Linguistics (ACL)Haoyu Song, Yan Wang, Kaiyan Zhang, et al.2021 · 149 citations
22. CharBERT: Character-aware Pre-trained Language Model ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetWentao Ma et al.2020 · 145 citations
23. Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse StructureInternational Conference on Computational Linguistics (COLING)Jiaqi Li, Ming Liu, Min-Yen Kan, et al.2020 · 141 citations
24. Pivot Approach for Extracting Paraphrase Patterns from Bilingual Corpora ↗Proceedings of ACL-08: HLT · no summary yetShiqi Zhao et al.2008 · 120 citations
25. Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization ↗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 yetXiachong Feng et al.2021 · 119 citations
26. DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment ClassificationProceedings of the AAAI Conference on Artificial IntelligenceLibo Qin, Wanxiang Che, Yangming Li, et al.2020 · 105 citations
27. Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via DebateFindings of the Association for Computational LinguisticsKai Xiong, Xiao Ding, Yixin Cao, et al.2023 · 94 citations
28. An Entity-Mention Model for Coreference Resolution with Inductive Logic ProgrammingAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaofeng Yang, Jian Su, Jun Lang, et al.2008 · 94 citations
29. Sequence-to-Sequence Data Augmentation for Dialogue Language UnderstandingInternational Conference on Computational Linguistics (COLING)Yutai Hou, Yijia Liu, Wanxiang Che, et al.2018 · 88 citations
30. Semantic Parsing with Syntax- and Table-Aware SQL Generation ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYibo Sun et al.2018 · 88 citations
31. Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment ClassificationProceedings of the AAAI Conference on Artificial IntelligenceLibo Qin, Zhouyang Li, Wanxiang Che, et al.2020 · 85 citations
32. Event Representation Learning Enhanced with External Commonsense Knowledge ↗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 yetXiao Ding et al.2019 · 84 citations
33. Deep Reinforcement Learning for Chinese Zero Pronoun ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyu Yin, Yu Zhang, Wei-Nan Zhang, et al.2018 · 67 citations
34. An AMR Aligner Tuned by Transition-based Parser ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetYijia Liu et al.2018 · 66 citations
35. Chinese Zero Pronoun Resolution with Deep Memory NetworkConference on Empirical Methods in Natural Language Processing (EMNLP)Qingyu Yin, Yu Zhang, Weinan Zhang, et al.2017 · 55 citations
36. Zero Pronoun Resolution with Attention-based Neural NetworkInternational Conference on Computational Linguistics (COLING)Qingyu Yin, Yu Zhang, Weinan Zhang, et al.2018 · 44 citations
37. Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Ting Liu, Yiming Cui, Qingyu Yin, et al.2017 · 37 citations
38. 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
39. LLMs May Perform MCQA by Selecting the Least Incorrect OptionInternational Conference on Computational Linguistics (COLING)Haochun Wang, Sendong Zhao, Zewen Qiang, et al.2025 · 24 citations
40. UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human languageAnnual Meeting of the Association for Computational Linguistics (ACL)Nuwa Xi, Sendong Zhao, Haochun Wang, et al.2023 · 23 citations
41. Paraphrasing with Search Engine Query Logs ↗Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010) · no summary yetShiqi Zhao, Haifeng Wang, Ting Liu2010 · 22 citations
42. Investigating the Portability of Corpus-Derived Cue Phrases for Dialogue Act ClassificationInternational Conference on Computational Linguistics (COLING)Nick Webb, Ting Liu2008 · 21 citations
43. HIT: Web based Scoring Method for English Lexical SubstitutionInternational Workshop on Semantic EvaluationsShiqi Zhao, Lin Zhao, Yu Zhang, et al.2007 · 20 citations
44. HIT-IR-WSD: A WSD System for English Lexical Sample TaskInternational Workshop on Semantic EvaluationsYuhang Guo, Wanxiang Che, Yuxuan Hu, et al.2007 · 12 citations
45. AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak DefenderConference on Empirical Methods in Natural Language Processing (EMNLP)Weixiang Zhao, Jiahe Guo, Yulin Hu, et al.2025 · 11 citations
46. Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Weixiang Zhao, Yulin Hu, Yang Deng, et al.2025 · 9 citations
47. Cross-Domain Dialogue Act TaggingLanguage Resources and Evaluation Conference (LREC)Nick Webb, Ting Liu, Mark Hepple, et al.2008 · 9 citations
48. A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial ExamplesYuxuan Wang, Wanxiang Che, Ivan Titov, et al.English · 8 citations
49. MPO: Multilingual Safety Alignment via Reward Gap OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Weixiang Zhao, Yulin Hu, Yang Deng, et al.2025 · 7 citations
50. User Behaviors Lend a Helping Hand: Learning Paraphrase Query Patterns from Search Log Sessions ↗Proceedings of COLING 2012 · no summary yetShiqi Zhao, Haifeng Wang, Ting Liu2012 · 2 citations
51. 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
52. On Safety Risks in Experience-Driven Self-Evolving AgentsFindings of the Association for Computational LinguisticsWeixiang Zhao, Yichen Zhang, Yingshuo Wang, et al.2026 · 1 citation
53. Beyond Uniform SVD: Dual-Level Optimization across Columns and Modules for LLM CompressionFindings of the Association for Computational LinguisticsLin Xv, Xian Gao, Ting Liu, et al.2026
54. FAER: Benchmarking VLMs for Failure-Aware Embodied ReasoningFindings of the Association for Computational LinguisticsHao Song, Kaifeng Liu, Yuanxing Liu, et al.2026
55. Large Language Models Are Still Misled by Simple Bias EnsemblesFindings of the Association for Computational LinguisticsZhouhao Sun, Zhiyuan Kan, Xiao Ding, et al.2026
56. MDC-Bench: A Multidisciplinary Causal Benchmark Based on Causal Structures for Evaluating Large Language ModelsFindings of the Association for Computational LinguisticsPeng Wang, Yuxiong Yan, Xiao Ding, et al.2026
57. TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYirong Zeng et al.2026
58. Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYang Zhao et al.2026
59. Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetLiang Zhao et al.2026

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