Nancy Chen

59 papers · 2018–2025 · 8 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (7) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (100) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) 🌍 Conference Polyglot (8) 🏠 Conference Loyalist (22) 🤝 Dynamic Duo (23) 🏆 Keyword Champion (2) 🔬 Deep Specialist (11) 🌱 Topic Pioneer 🗃️ Keyword Collector (230) ❓ The Questioner ⚡ Prolific Year (8) 💎 Century Club (59) 🔥 Unstoppable (8) 📈 Trend Setter

Conferences

ACL (22) EMNLP (18) NAACL (6) COLING (5) IJCNLP (3) INTERSPEECH (3) AACL (1) EACL (1)

Top co-authors

Zhengyuan Liu (23) Shafiq Joty (7) Min-Yen Kan (6) Pavitra Krishnaswamy (6) Minh Nguyen (5) Mathieu Ravaut (5) Hung Le (5) Rafael E. Banchs (4) Taha Aksu (3) Doyen Sahoo (3)

Research topics

Natural Language Processing (1) Education (1)

Keywords

large language model (10) text generation (6) dialogue state tracking (5) multimodal learning (5) abstractive summarization (5) few-shot learning (4) neural network (4) zero-shot learning (4) dialogue system (4) discourse parsing (3) video understanding (3) in-context learning (3) dialogue summarization (3) neural model (3) benchmark evaluation (3) language model (3) neural architecture (3) machine translation (3) video-grounded dialogue (3) natural language processing (2)

Papers

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