---
title: "Nancy Chen — all works — Elamur Research"
description: "All 29 works of Nancy Chen 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/nancy-chen/works/"
---
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# Nancy Chen — all works

29 works · [← Nancy Chen](https://md.research.elamur.ai/free/en/authors/nancy-chen/)

1. **[SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization ↗](https://aclanthology.org/2022.acl-long.309/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Mathieu Ravaut, Shafiq Joty, Nancy Chen*2022 · 111 citations*
2. **[CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation](https://md.research.elamur.ai/free/en/papers/li-2023-coannotating-uncertainty-guided-work-allocation/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Minzhi Li, Taiwei Shi, Caleb Ziems, et al.*2023 · 101 citations*
3. **[Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems ↗](https://aclanthology.org/P19-1564/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Hung Le et al.*2019 · 89 citations*
4. **[SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning](https://md.research.elamur.ai/free/en/papers/wang-2024-seaeval-multilingual-foundation-models-cross/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Bin Wang, Zhengyuan Liu, Xin Huang, et al.*2024 · 85 citations*
5. **[Coreference-Aware Dialogue Summarization](https://md.research.elamur.ai/free/en/papers/liu-2021-coreference-aware-dialogue-summarization/) [Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)](https://md.research.elamur.ai/free/en/venues/sigdial/)**Zhengyuan Liu, Ke Shi, Nancy Chen*2021 · 81 citations*
6. **[AudioBench: A Universal Benchmark for Audio Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2025-audiobench-universal-benchmark-audio-large/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Bin Wang, Xunlong Zou, Geyu Lin, et al.*2025 · 77 citations*
7. **[On Context Utilization in Summarization with Large Language Models](https://md.research.elamur.ai/free/en/papers/ravaut-2024-context-utilization-summarization-large-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mathieu Ravaut, Aixin Sun, Nancy Chen, et al.*2024 · 67 citations*
8. **[Improving Multi-Party Dialogue Discourse Parsing via Domain Integration](https://md.research.elamur.ai/free/en/papers/liu-2021-improving-multi-party-dialogue-discourse/) [Workshop on Computational Approaches to Discourse (CODI)](https://md.research.elamur.ai/free/en/venues/codi/)**Zhengyuan Liu, Nancy Chen*2021 · 60 citations*
9. **[Multilingual Neural RST Discourse Parsing](https://md.research.elamur.ai/free/en/papers/liu-2020-multilingual-neural-rst-discourse-parsing/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Zhengyuan Liu, Ke Shi, Nancy Chen*2020 · 37 citations*
10. **[Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing](https://md.research.elamur.ai/free/en/papers/jiao-2024-learning-planning-based-reasoning-trajectories/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/2020.acl-main.477/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yi Tay et al.*2020 · 22 citations*
12. **[Guiding Computational Stance Detection with Expanded Stance Triangle Framework](https://md.research.elamur.ai/free/en/papers/liu-2023-guiding-computational-stance-detection-expanded/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 Relations](https://md.research.elamur.ai/free/en/papers/miao-2024-discursive-socratic-questioning-evaluating-faithfulness/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/2022.coling-1.345/) Proceedings of the 29th International Conference on Computational Linguistics · no summary yet**Zhengyuan Liu et al.*2022 · 16 citations*
15. [**Preference Optimization for Reasoning with Pseudo Feedback arXiv:2411.16345**Fangkai Jiao, Geyang Guo, Xingxing Zhang, et al.*2024 · 15 citations*](https://md.research.elamur.ai/free/en/papers/jiao-2024-preference-optimization-reasoning-pseudo-feedback/)
16. **[LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs](https://md.research.elamur.ai/free/en/papers/long-2025-llms-are-biased-output-formats/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/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 Reasoning arXiv:2311.08385**Do Xuan Long, Kenji Kawaguchi, Min-Yen Kan, et al.*2023 · 12 citations*](https://md.research.elamur.ai/free/en/papers/long-2023-aligning-large-language-models-human/)
18. **[DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation](https://md.research.elamur.ai/free/en/papers/li-2025-dna-eval-enhancing-large-language/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Minzhi Li, Zhengyuan Liu, Shumin Deng, et al.*2025 · 10 citations*
19. [**Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models arXiv:2501.01034**Bin Wang, Xunlong Zou, Shuo Sun, et al.*2025 · 7 citations*](https://md.research.elamur.ai/free/en/papers/wang-2025-advancing-singlish-understanding-bridging-gap/)
20. [**Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users? arXiv:2210.12942**Zhiqiang Hu, Roy Kaa-Wei Lee, Nancy F. Chen*2022 · 4 citations*](https://md.research.elamur.ai/free/en/papers/hu-2022-current-task-oriented-dialogue-systems/)
21. **[Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer ↗](https://aclanthology.org/2022.findings-naacl.201/) Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yet**Zhengyuan Liu, Nancy Chen*2022 · 3 citations*
22. **[BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models](https://md.research.elamur.ai/free/en/papers/tan-2026-blend-vis-benchmarking-multimodal-cultural/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/2023.findings-emnlp.50/) Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yet**Zhiqiang Hu, Nancy Chen, Roy Lee*2023 · 2 citations*
24. [**Large-Scale Acoustic Characterization of Singaporean Children's English Pronunciation arXiv:2202.09108**Yuling Gu, Nancy F. Chen*2022 · 1 citation*](https://md.research.elamur.ai/free/en/papers/gu-2022-large-scale-acoustic-characterization-singaporean/)
25. **[Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment](https://md.research.elamur.ai/free/en/papers/tan-2026-can-persona-prompted-llms-emulate/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, et al.*2026*
26. [**MERaLiON-GR: Speech Gender Recognition Model for English and SEA Languages arXiv:2608.04433**Qiongqiong Wang, Ai Ti Aw, Nancy F. Chen, et al.*2026*](https://md.research.elamur.ai/free/en/papers/wang-2026-meralion-gr-speech-gender-recognition/)
27. **[Minimal Clips, Maximum Salience: Long Video Summarization via Key Moment Extraction](https://md.research.elamur.ai/free/en/papers/pennec-2026-minimal-clips-maximum-salience-long/) [International Workshop on Spoken Dialogue System Technology](https://md.research.elamur.ai/free/en/venues/iwsds/)**Galann Pennec, Zhengyuan Liu, Nicholas Asher, et al.*2026*
28. **[SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series](https://md.research.elamur.ai/free/en/papers/pennec-2026-sagaqa-multi-hop-reasoning-benchmark/) [Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)](https://md.research.elamur.ai/free/en/venues/sigdial/)**Galann Pennec, Zhengyuan Liu, Nicholas Asher, et al.*2026*
29. **[When Does AI Augment Work? A Workflow-Level Framework for Human-Agent Collaboration ↗](https://arxiv.org/abs/2609.12482) arXiv (Cornell University) · no summary yet**AI Collaboration et al.*2026*