Fei Xia

103 papers A* 6A 2B 24Misc 1Journal 30Unranked 39
YearRankTypeTitle / Venue / Authors
2026 J jnl
RADAR: A Multimodal Benchmark for 3D Image-Based Radiology Report Review.
CoRR
Zhaoyi Sun, Minal Jagtiani, Wen-Wai Yim, Fei Xia, Martin L. Gunn, Meliha Yetisgen, Asma Ben Abacha
2025 J jnl
A Scoping Review of Natural Language Processing in Addressing Medically Inaccurate Information: Errors, Misinformation, and Hallucination.
CoRR
Zhaoyi Sun, Wen-Wai Yim, Özlem Uzuner, Fei Xia, Meliha Yetisgen
2025 J jnl
A scoping review of natural language processing in addressing medically inaccurate information: Errors, misinformation, and hallucination.
J. Biomed. Informatics
Zhaoyi Sun, Wen-Wai Yim, Özlem Uzuner, Fei Xia, Meliha Yetisgen
2025 — conf
Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions.
NAACL (Findings)
Yujuan Fu, Özlem Uzuner, Meliha Yetisgen, Fei Xia
2025 J jnl
Identifying Imaging Follow-Up in Radiology Reports: A Comparative Analysis of Traditional ML and LLM Approaches.
CoRR
Namu Park, Giridhar Kaushik Ramachandran, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen, Martin L. Gunn
2025 — conf
MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes.
ACL (Findings)
Asma Ben Abacha, Wen-Wai Yim, Yujuan Fu, Zhaoyi Sun, Meliha Yetisgen, Fei Xia, Thomas Lin
2025 J jnl
MORQA: Benchmarking Evaluation Metrics for Medical Open-Ended Question Answering.
CoRR
Wen-Wai Yim, Asma Ben Abacha, Zixuan Yu, Robert Doerning, Fei Xia, Meliha Yetisgen
2025 — ed.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 5: Tutorial Abstracts), ACL 2025, Vienna, Austria, July 27 - August 1, 2025
ACL (5)
Yuki Arase, David Jurgens, Fei Xia
2025 J jnl
UW-BioNLP at ChemoTimelines 2025: Thinking, Fine-Tuning, and Dictionary-Enhanced LLM Systems for Chemotherapy Timeline Extraction.
CoRR
Tianmai M. Zhang, Zhaoyi Sun, Sihang Zeng, Chenxi Li, Neil F. Abernethy, Barbara D. Lam, Fei Xia, Meliha Yetisgen
2025 J jnl
WoundcareVQA: A multilingual visual question answering benchmark dataset for wound care.
J. Biomed. Informatics
Wen-Wai Yim, Asma Ben Abacha, Robert Doerning, Chia-Yu Chen, Jiaying Xu, Anita Subbarao, Zixuan Yu, Fei Xia, M. Kennedy Hall, Meliha Yetisgen
2024 — conf
Aspect-based Sentiment Analysis with Context Denoising.
NAACL-HLT (Findings)
Yuanhe Tian, Chang Liu, Yan Song, Fei Xia, Yongdong Zhang
2024 J jnl
BioMistral-NLU: Towards More Generalizable Medical Language Understanding through Instruction Tuning.
CoRR
Yujuan Fu, Giridhar Kaushik Ramachandran, Namu Park, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen
2024 J jnl
CACER: Clinical Concept Annotations for Cancer Events and Relations.
CoRR
Yujuan Fu, Giridhar Kaushik Ramachandran, Ahmad Halwani, Bridget T. McInnes, Fei Xia, Kevin Lybarger, Meliha Yetisgen, Özlem Uzuner
2024 J jnl
CACER: Clinical concept Annotations for Cancer Events and Relations.
J. Am. Medical Informatics Assoc.
Yujuan Fu, Giridhar Kaushik Ramachandran, Ahmad Halwani, Bridget T. McInnes, Fei Xia, Kevin Lybarger, Meliha Yetisgen, Özlem Uzuner
2024 — conf
Challenging Large Language Models with New Tasks: A Study on their Adaptability and Robustness.
ACL (Findings)
Chenxi Li, Yuanhe Tian, Zhaxi Zerong, Yan Song, Fei Xia
2024 — conf
DermaVQA: A Multilingual Visual Question Answering Dataset for Dermatology.
MICCAI (5)
Wen-Wai Yim, Yujuan Fu, Zhaoyi Sun, Asma Ben Abacha, Meliha Yetisgen, Fei Xia
2024 — conf
Dialogue Summarization with Mixture of Experts based on Large Language Models.
ACL (1)
Yuanhe Tian, Fei Xia, Yan Song
2024 A* conf
Diffusion Networks with Task-Specific Noise Control for Radiology Report Generation.
ACM Multimedia
Yuanhe Tian, Fei Xia, Yan Song
2024 J jnl
Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions.
CoRR
Yujuan Fu, Özlem Uzuner, Meliha Yetisgen, Fei Xia
2024 — conf
Emotion Cause Extraction in Conversations with Response Graphing.
NLPCC (5)
Yuanhe Tian, Pengsen Cheng, Fei Xia, Jiayong Liu, Yongdong Zhang, Yan Song
2024 — conf
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods.
LREC/COLING
Yujuan Fu, Giridhar Kaushik Ramachandran, Nicholas J. Dobbins, Namu Park, Michael Leu, Abby R. Rosenberg, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen
2024 J jnl
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods.
CoRR
Yujuan Fu, Giridhar Kaushik Ramachandran, Nicholas J. Dobbins, Namu Park, Michael Leu, Abby R. Rosenberg, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen
2024 — conf
Large Language Models Are No Longer Shallow Parsers.
ACL (1)
Yuanhe Tian, Fei Xia, Yan Song
2024 — conf
Learning Multimodal Contrast with Cross-modal Memory and Reinforced Contrast Recognition.
ACL (Findings)
Yuanhe Tian, Fei Xia, Yan Song
2024 J jnl
MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes.
CoRR
Asma Ben Abacha, Wen-Wai Yim, Yujuan Fu, Zhaoyi Sun, Meliha Yetisgen, Fei Xia, Thomas Lin
2024 — conf
Overview of the ImageCLEF 2024: Multimedia Retrieval in Medical Applications.
CLEF (2)
Bogdan Ionescu, Henning Müller, Ana-Maria Dragulinescu, Johannes Rückert, Asma Ben Abacha, Alba García Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia Sabrina Schmidt, Tabea Margareta Grace Pakull, Hendrik Damm, Benjamin Bracke, Christoph M. Friedrich, Alexandra-Georgiana Andrei, Yuri Prokopchuk, Dzmitry Karpenka, Ahmedkhan Radzhabov, Vassili Kovalev, Cécile Macaire, Didier Schwab, Benjamin Lecouteux, Emmanuelle Esperança-Rodier, Wen-Wai Yim, Yujuan Fu, Zhaoyi Sun, Meliha Yetisgen, Fei Xia, Steven Alexander Hicks, Michael A. Riegler, Vajira Thambawita, Andrea M. Storås, Pål Halvorsen, Maximilian Heinrich, Johannes Kiesel, Martin Potthast, Benno Stein
2024 — conf
Overview of the MEDIQA-CORR 2024 Shared Task on Medical Error Detection and Correction.
ClinicalNLP@NAACL
Asma Ben Abacha, Wen-Wai Yim, Yujuan Fu, Zhaoyi Sun, Fei Xia, Meliha Yetisgen
2024 — conf
Overview of the MEDIQA-M3G 2024 Shared Task on Multilingual Multimodal Medical Answer Generation.
ClinicalNLP@NAACL
Wen-Wai Yim, Asma Ben Abacha, Yujuan Fu, Zhaoyi Sun, Fei Xia, Meliha Yetisgen, Martin Krallinger
2024 — conf
Overview of the MEDIQA-MAGIC Task at ImageCLEF 2024: Multimodal And Generative TelemedICine in Dermatology.
CLEF (Working Notes)
Wen-Wai Yim, Asma Ben Abacha, Yujuan Fu, Zhaoyi Sun, Meliha Yetisgen, Fei Xia
2023 — conf
End-to-end Aspect-based Sentiment Analysis with Combinatory Categorial Grammar.
ACL (Findings)
Yuanhe Tian, Weidong Chen, Bo Hu, Yan Song, Fei Xia
2023 — conf
HuskyScribe at MEDIQA-Sum 2023: Summarizing Clinical Dialogues with Transformers.
CLEF (Working Notes)
Bin Han, Haotian Zhu, Sitong Zhou, Sofia Ahmed, Md. Mushfiqur Rahman, Fei Xia, Kevin Lybarger
2022 B conf
ChiMST: A Chinese Medical Corpus for Word Segmentation and Medical Term Recognition.
LREC
Yuanhe Tian, Han Qin, Fei Xia, Yan Song
2022 B conf
Complementary Learning of Aspect Terms for Aspect-based Sentiment Analysis.
LREC
Han Qin, Yuanhe Tian, Fei Xia, Yan Song
2022 B conf
Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing.
COLING
Yuanhe Tian, Yan Song, Fei Xia
2022 — conf
Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking.
ACL (Findings)
Yuanhe Tian, Yan Song, Fei Xia
2022 B conf
Syntax-driven Approach for Semantic Role Labeling.
LREC
Yuanhe Tian, Han Qin, Fei Xia, Yan Song
2020 A* conf
Improving Chinese Word Segmentation with Wordhood Memory Networks.
ACL
Yuanhe Tian, Yan Song, Fei Xia, Tong Zhang, Yonggang Wang
2020 — conf
Improving Constituency Parsing with Span Attention.
EMNLP (Findings)
Yuanhe Tian, Yan Song, Fei Xia, Tong Zhang
2020 J jnl
Improving Constituency Parsing with Span Attention.
CoRR
Yuanhe Tian, Yan Song, Fei Xia, Tong Zhang
2020 J jnl
Improving biomedical named entity recognition with syntactic information.
BMC Bioinform.
Yuanhe Tian, Wang Shen, Yan Song, Fei Xia, Min He, Kenli Li
2020 B conf
Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams.
COLING
Yuanhe Tian, Yan Song, Fei Xia
2020 A* conf
Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge.
ACL
Yuanhe Tian, Yan Song, Xiang Ao, Fei Xia, Xiaojun Quan, Tong Zhang, Yonggang Wang
2020 B conf
Summarizing Medical Conversations via Identifying Important Utterances.
COLING
Yan Song, Yuanhe Tian, Nan Wang, Fei Xia
2020 — conf
Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks.
EMNLP (1)
Yuanhe Tian, Yan Song, Fei Xia
2020 J jnl
Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks.
CoRR
Yuanhe Tian, Yan Song, Fei Xia
2019 — conf
ChiMed: A Chinese Medical Corpus for Question Answering.
BioNLP@ACL
Yuanhe Tian, Weicheng Ma, Fei Xia, Yan Song
2019 — conf
WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference.
BioNLP@ACL
Zhaofeng Wu, Yan Song, Sicong Huang, Yuanhe Tian, Fei Xia
2018 — conf
Coding Structures and Actions with the COSTA Scheme in Medical Conversations.
BioNLP
Nan Wang, Yan Song, Fei Xia
2018 B conf
Constructing a Chinese Medical Conversation Corpus Annotated with Conversational Structures and Actions.
LREC
Nan Wang, Yan Song, Fei Xia
2017 B conf
Learning Word Representations with Regularization from Prior Knowledge.
CoNLL
Yan Song, Chia-Jung Lee, Fei Xia
2016 B conf
Annotating and Detecting Medical Events in Clinical Notes.
LREC
Prescott Klassen, Fei Xia, Meliha Yetisgen
2016 J jnl
Capturing divergence in dependency trees to improve syntactic projection.
CoRR
Ryan Georgi, Fei Xia, William D. Lewis
2016 J jnl
Enriching a massively multilingual database of interlinear glossed text.
Lang. Resour. Evaluation
Fei Xia, William D. Lewis, Michael Wayne Goodman, Glenn Slayden, Ryan Georgi, Joshua Crowgey, Emily M. Bender
2015 — conf
Enriching Interlinear Text using Automatically Constructed Annotators.
LaTeCH@ACL
Ryan Georgi, Fei Xia, William D. Lewis
2015 — conf
Enriching, Editing, and Representing Interlinear Glossed Text.
CICLing (1)
Fei Xia, Michael Wayne Goodman, Ryan Georgi, Glenn Slayden, William D. Lewis
2015 J jnl
Xigt: extensible interlinear glossed text for natural language processing.
Lang. Resour. Evaluation
Michael Wayne Goodman, Joshua Crowgey, Fei Xia, Emily M. Bender
2014 B conf
Annotating Clinical Events in Text Snippets for Phenotype Detection.
LREC
Prescott Klassen, Fei Xia, Lucy Vanderwende, Meliha Yetisgen
2014 J jnl
Capturing divergence in dependency trees to improve syntactic projection.
Lang. Resour. Evaluation
Ryan Georgi, Fei Xia, William D. Lewis
2014 B conf
Enriching ODIN.
LREC
Fei Xia, William D. Lewis, Michael Wayne Goodman, Joshua Crowgey, Emily M. Bender
2014 B conf
Modern Chinese Helps Archaic Chinese Processing: Finding and Exploiting the Shared Properties.
LREC
Yan Song, Fei Xia
2013 B conf
A Common Case of Jekyll and Hyde: The Synergistic Effect of Using Divided Source Training Data for Feature Augmentation.
IJCNLP
Yan Song, Fei Xia
2013 J jnl
A text processing pipeline to extract recommendations from radiology reports.
J. Biomed. Informatics
Meliha Yetisgen-Yildiz, Martin L. Gunn, Fei Xia, Thomas H. Payne
2013 — conf
Annotating Change of State for Clinical Events.
EVENTS@NAACL-HLT
Lucy Vanderwende, Fei Xia, Meliha Yetisgen-Yildiz
2013 J jnl
Assertion modeling and its role in clinical phenotype identification.
J. Biomed. Informatics
Cosmin Adrian Bejan, Lucy Vanderwende, Fei Xia, Meliha Yetisgen-Yildiz
2013 — conf
Enhanced and Portable Dependency Projection Algorithms Using Interlinear Glossed Text.
ACL (2)
Ryan Georgi, Fei Xia, William D. Lewis
2013 J jnl
Large-scale evaluation of automated clinical note de-identification and its impact on information extraction.
J. Am. Medical Informatics Assoc.
Louise Deléger, Katalin Molnár, Guergana Savova, Fei Xia, Todd Lingren, Qi Li, Keith Marsolo, Anil G. Jegga, Megan Kaiser, Laura Stoutenborough, Imre Solti
2013 — conf
Towards Creating Precision Grammars from Interlinear Glossed Text: Inferring Large-Scale Typological Properties.
LaTeCH@ACL
Emily M. Bender, Michael Wayne Goodman, Joshua Crowgey, Fei Xia
2012 — conf
Creating a Tree Adjoining Grammar from a Multilayer Treebank.
TAG
Rajesh Bhatt, Owen Rambow, Fei Xia
2012 — conf
Entropy-based Training Data Selection for Domain Adaptation.
COLING (Posters)
Yan Song, Prescott Klassen, Fei Xia, Chunyu Kit
2012 — conf
Improving Dependency Parsing with Interlinear Glossed Text and Syntactic Projection.
COLING (Posters)
Ryan Georgi, Fei Xia, William D. Lewis
2012 B conf
Measuring the Divergence of Dependency Structures Cross-Linguistically to Improve Syntactic Projection Algorithms.
LREC
Ryan Georgi, Fei Xia, William D. Lewis
2012 J jnl
Pneumonia identification using statistical feature selection.
J. Am. Medical Informatics Assoc.
Cosmin Adrian Bejan, Fei Xia, Lucy Vanderwende, Mark M. Wurfel, Meliha Yetisgen-Yildiz
2012 Misc conf
Smoking Status Detection Across Domains.
AMIA
Michael Tepper, Fei Xia, Meliha Yetisgen-Yildiz
2012 B conf
Statistical Section Segmentation in Free-Text Clinical Records.
LREC
Michael Tepper, Daniel Capurro, Fei Xia, Lucy Vanderwende, Meliha Yetisgen-Yildiz
2012 B conf
Using a Goodness Measurement for Domain Adaptation: A Case Study on Chinese Word Segmentation.
LREC
Yan Song, Fei Xia
2011 J jnl
A cascade of classifiers for extracting medication information from discharge summaries.
J. Biomed. Semant.
Scott R. Halgrim, Fei Xia, Imre Solti, Eithon Cadag, Özlem Uzuner
2011 B conf
Linguistic Phenomena, Analyses, and Representations: Understanding Conversion between Treebanks.
IJCNLP
Rajesh Bhatt, Owen Rambow, Fei Xia
2010 J jnl
Community annotation experiment for ground truth generation for the i2b2 medication challenge.
J. Am. Medical Informatics Assoc.
Özlem Uzuner, Imre Solti, Fei Xia, Eithon Cadag
2010 B conf
Comparing Language Similarity across Genetic and Typologically-Based Groupings.
COLING
Ryan Georgi, Fei Xia, William D. Lewis
2010 J jnl
Developing ODIN: A Multilingual Repository of Annotated Language Data for Hundreds of the World's Languages.
Lit. Linguistic Comput.
William D. Lewis, Fei Xia
2010 B conf
Empty Categories in a Hindi Treebank.
LREC
Archna Bhatia, Rajesh Bhatt, Bhuvana Narasimhan, Martha Palmer, Owen Rambow, Dipti Misra Sharma, Michael Tepper, Ashwini Vaidya, Fei Xia
2010 — conf
Extracting Medication Information from Discharge Summaries.
Louhi@NAACL-HLT
Scott R. Halgrim, Fei Xia, Imre Solti, Eithon Cadag, Özlem Uzuner
2010 J jnl
Inducing Morphemes Using Light Knowledge.
ACM Trans. Asian Lang. Inf. Process.
Michael Tepper, Fei Xia
2010 — conf
Preliminary Experiments with Amazon's Mechanical Turk for Annotating Medical Named Entities.
Mturk@HLT-NAACL
Meliha Yetisgen-Yildiz, Imre Solti, Fei Xia, Scott R. Halgrim
2010 B conf
The Problems of Language Identification within Hugely Multilingual Data Sets.
LREC
Fei Xia, Carrie Lewis, William D. Lewis
2009 — conf
A Multi-Representational and Multi-Layered Treebank for Hindi/Urdu.
Linguistic Annotation Workshop
Rajesh Bhatt, Bhuvana Narasimhan, Martha Palmer, Owen Rambow, Dipti Misra Sharma, Fei Xia
2009 — conf
Applying NLP Technologies to the Collection and Enrichment of Language Data on the Web to Aid Linguistic Research.
LaTeCH - SHELT&R@EACL
Fei Xia, William D. Lewis
2009 A conf
Language ID in the Context of Harvesting Language Data off the Web.
EACL
Fei Xia, William D. Lewis, Hoifung Poon
2009 A conf
Parsing, Projecting & Prototypes: Repurposing Linguistic Data on the Web.
EACL (Demos)
William D. Lewis, Fei Xia
2008 B conf
A Hybrid Approach to the Induction of Underlying Morphology.
IJCNLP
Michael Tepper, Fei Xia
2008 B conf
Automatically Identifying Computationally Relevant Typological Features.
IJCNLP
William D. Lewis, Fei Xia
2008 B conf
Repurposing Theoretical Linguistic Data for Tool Development and Search.
IJCNLP
Fei Xia, William D. Lewis
2007 — conf
Multilingual Structural Projection across Interlinear Text.
HLT-NAACL
Fei Xia, William D. Lewis
2005 J jnl
Automatically Generating Tree Adjoining Grammars from Abstract Specifications.
Comput. Intell.
Fei Xia, Martha Palmer, K. Vijay-Shanker
2005 J jnl
The Penn Chinese TreeBank: Phrase structure annotation of a large corpus.
Nat. Lang. Eng.
Nianwen Xue, Fei Xia, Fu-Dong Chiou, Martha Palmer
2001 A* conf
Automatically Extracting and Comparing Lexicalized Grammars for Different Languages.
IJCAI
Fei Xia, Chung-hye Han, Martha Stone Palmer, Aravind K. Joshi
2001 — conf
Converting Dependency Structures to Phrase Structures.
HLT
Fei Xia, Martha Palmer
2000 A* conf
A Uniform Method of Grammar Extraction and Its Applications.
EMNLP
Fei Xia, Martha Palmer, Aravind K. Joshi
2000 — conf
Comparing and integrating Tree Adjoining Grammars.
TAG+
Fei Xia, Martha Palmer
2000 B conf
Developing Guidelines and Ensuring Consistency for Chinese Text Annotation.
LREC
Fei Xia, Martha Palmer, Nianwen Xue, Mary Ellen Okurowski, John Kovarik, Fu-Dong Chiou, Shizhe Huang, Tony Kroch, Mitchell P. Marcus
2000 — conf
Some Experiments on Indicators of Parsing Complexity for Lexicalized Grammars.
ELSPS
Anoop Sarkar, Fei Xia, Aravind K. Joshi
1998 — conf
Consistent grammar development using partial-tree descriptions for Lexicalized Tree-Adjoining Grammars.
TAG+
Fei Xia, Martha Palmer, K. Vijay-Shanker, Joseph Rosenzweig
1997 A* conf
A Comparison of Head Transducers and Transfer for a Limited Domain Translation Application.
ACL
Hiyan Alshawi, Adam L. Buchsbaum, Fei Xia