Nancy Chen

COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content ACL 2025 DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation COLING 2025 Aligning Large Language Models with Human Opinions through Persona Selection and Value–Belief–Norm Reasoning COLING 2025 SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning NAACL 2024 LOCOST: State-Space Models for Long Document Abstractive Summarization EACL 2024 Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking COLING 2024 CRAFT: Extracting and Tuning Cultural Instructions from the Wild ACL 2024 On Context Utilization in Summarization with Large Language Models ACL 2024 Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understanding of Discourse Relations ACL 2024 Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation NAACL 2024 Exploring Self-supervised Logic-enhanced Training for Large Language Models NAACL 2024 FiRo: Finite-context Indexing of Restricted Output Space for NLP Models Facing Noisy Input AACL 2023 Guiding Computational Stance Detection with Expanded Stance Triangle Framework ACL 2023 Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation ACL 2023 Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation ACL 2023 Multi-Document Summarization with Centroid-Based Pretraining ACL 2023 Unsupervised Summarization Re-ranking ACL 2023 CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation EMNLP 2023 DecoMT: Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models EMNLP 2023 Instructive Dialogue Summarization with Query Aggregations EMNLP 2023 Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations EMNLP 2023 Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer EMNLP 2023 Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection EMNLP 2023 In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis EMNLP 2023 FiRo: Finite-context Indexing of Restricted Output Space for NLP Models Facing Noisy Input IJCNLP 2023 Variations of multi-task learning for spoken language assessment INTERSPEECH 2022 Dynamic Sliding Window Modeling for Abstractive Meeting Summarization INTERSPEECH 2022 VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems NAACL 2022 Multimodal Dialogue State Tracking NAACL 2022 N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking ACL 2022 SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization ACL 2022 Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer NAACL 2022 EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models INTERSPEECH 2022 Towards Summary Candidates Fusion EMNLP 2022 Tractable & Coherent Multi-Document Summarization: Discrete Optimization of Multiple Neural Modeling Streams via Integer Linear Programming EMNLP 2022 Controllable Neural Dialogue Summarization with Personal Named Entity Planning EMNLP 2021 Improving Multi-Party Dialogue Discourse Parsing via Domain Integration EMNLP 2021 Analyzing Code Embeddings for Coding Clinical Narratives ACL 2021 DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing EMNLP 2021 Analyzing Code Embeddings for Coding Clinical Narratives IJCNLP 2021 Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks COLING 2020 BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues EMNLP 2020 UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues EMNLP 2020 Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization EMNLP 2020 Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences ACL 2020 Multilingual Neural RST Discourse Parsing COLING 2020 Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension ACL 2019 Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems ACL 2019 Isolating the Effects of Modeling Recursive Structures: A Case Study in Pronunciation Prediction of Chinese Characters ACL 2019 Acoustic Characterization of Singaporean Children’s English: Comparisons to American and British Counterparts ACL 2019 Exploiting Discourse-Level Segmentation for Extractive Summarization EMNLP 2019 Set to Ordered Text: Generating Discharge Instructions from Medical Billing Codes EMNLP 2019 Set to Ordered Text: Generating Discharge Instructions from Medical Billing Codes IJCNLP 2019 NEWS 2018 Whitepaper ACL 2018 Multimodal neural pronunciation modeling for spoken languages with logographic origin EMNLP 2018 Attention-based Semantic Priming for Slot-filling ACL 2018 Report of NEWS 2018 Named Entity Transliteration Shared Task ACL 2018 Proceedings of the Seventh Named Entities Workshop ACL 2018 Statistical Machine Transliteration Baselines for NEWS 2018 ACL 2018