🧑‍🔬 Nancy Chen — all works

29 works · ← Nancy Chen

1. SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMathieu Ravaut, Shafiq Joty, Nancy Chen2022 · 111 citations
2. CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data AnnotationConference on Empirical Methods in Natural Language Processing (EMNLP)Minzhi Li, Taiwei Shi, Caleb Ziems, et al.2023 · 101 citations
3. Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetHung Le et al.2019 · 89 citations
4. SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural ReasoningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bin Wang, Zhengyuan Liu, Xin Huang, et al.2024 · 85 citations
5. Coreference-Aware Dialogue SummarizationAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Zhengyuan Liu, Ke Shi, Nancy Chen2021 · 81 citations
6. AudioBench: A Universal Benchmark for Audio Large Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bin Wang, Xunlong Zou, Geyu Lin, et al.2025 · 77 citations
7. On Context Utilization in Summarization with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mathieu Ravaut, Aixin Sun, Nancy Chen, et al.2024 · 67 citations
8. Improving Multi-Party Dialogue Discourse Parsing via Domain IntegrationWorkshop on Computational Approaches to Discourse (CODI)Zhengyuan Liu, Nancy Chen2021 · 60 citations
9. Multilingual Neural RST Discourse ParsingInternational Conference on Computational Linguistics (COLING)Zhengyuan Liu, Ke Shi, Nancy Chen2020 · 37 citations
10. Learning Planning-based Reasoning by Trajectories Collection and Process Reward SynthesizingConference on Empirical Methods in Natural Language Processing (EMNLP)Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, et al.2024 · 31 citations
11. Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYi Tay et al.2020 · 22 citations
12. Guiding Computational Stance Detection with Expanded Stance Triangle FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, et al.2023 · 17 citations
13. Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse RelationsAnnual Meeting of the Association for Computational Linguistics (ACL)Yisong Miao, Hongfu Liu, Wenqiang Lei, et al.2024 · 16 citations
14. Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization ↗Proceedings of the 29th International Conference on Computational Linguistics · no summary yetZhengyuan Liu et al.2022 · 16 citations
15. Preference Optimization for Reasoning with Pseudo FeedbackarXiv:2411.16345Fangkai Jiao, Geyang Guo, Xingxing Zhang, et al.2024 · 15 citations
16. LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Do Xuan Long, Hai Nguyen Ngoc, Tiviatis Sim, et al.2025 · 14 citations
17. Aligning Large Language Models with Human Opinions through Persona Selection and Value — Belief — Norm ReasoningarXiv:2311.08385Do Xuan Long, Kenji Kawaguchi, Min-Yen Kan, et al.2023 · 12 citations
18. DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and AggregationInternational Conference on Computational Linguistics (COLING)Minzhi Li, Zhengyuan Liu, Shumin Deng, et al.2025 · 10 citations
19. Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal ModelsarXiv:2501.01034Bin Wang, Xunlong Zou, Shuo Sun, et al.2025 · 7 citations
20. Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users?arXiv:2210.12942Zhiqiang Hu, Roy Kaa-Wei Lee, Nancy F. Chen2022 · 4 citations
21. Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetZhengyuan Liu, Nancy Chen2022 · 3 citations
22. BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Bryan Chen Zhengyu Tan, Weihua Zheng, Zhengyuan Liu, et al.2026 · 2 citations
23. Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetZhiqiang Hu, Nancy Chen, Roy Lee2023 · 2 citations
24. Large-Scale Acoustic Characterization of Singaporean Children's English PronunciationarXiv:2202.09108Yuling Gu, Nancy F. Chen2022 · 1 citation
25. Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL)Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, et al.2026
26. MERaLiON-GR: Speech Gender Recognition Model for English and SEA LanguagesarXiv:2608.04433Qiongqiong Wang, Ai Ti Aw, Nancy F. Chen, et al.2026
27. Minimal Clips, Maximum Salience: Long Video Summarization via Key Moment ExtractionInternational Workshop on Spoken Dialogue System TechnologyGalann Pennec, Zhengyuan Liu, Nicholas Asher, et al.2026
28. SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV SeriesAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Galann Pennec, Zhengyuan Liu, Nicholas Asher, et al.2026
29. When Does AI Augment Work? A Workflow-Level Framework for Human-Agent Collaboration ↗arXiv (Cornell University) · no summary yetAI Collaboration et al.2026

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