A Comparison of Head Transducers and Transfer for a Limited Domain Translation Application. - Hiyan Alshawi; Adam L. Buchsbaum; Fei Xia 004 (ACL, 1997)

Consistent grammar development using partial-tree descriptions for Lexicalized Tree-Adjoining Grammars. - Fei Xia 004; Martha Palmer; K. Vijay-Shanker; Joseph Rosenzweig (TAG+, 1998)

Some Experiments on Indicators of Parsing Complexity for Lexicalized Grammars. - Anoop Sarkar; Fei Xia 004; Aravind K. Joshi (ELSPS, 2000)

A Uniform Method of Grammar Extraction and Its Applications. - Fei Xia 004; Martha Palmer; Aravind K. Joshi (EMNLP, 2000)

Developing Guidelines and Ensuring Consistency for Chinese Text Annotation. - Fei Xia 004; Martha Palmer; Nianwen Xue; Mary Ellen Okurowski; John Kovarik; Fu-Dong Chiou; Shizhe Huang; Tony Kroch; Mitchell P. Marcus (LREC, 2000)

Comparing and integrating Tree Adjoining Grammars. - Fei Xia 004; Martha Palmer (TAG+, 2000)

Automatically Extracting and Comparing Lexicalized Grammars for Different Languages. - Fei Xia 004; Chung-hye Han; Martha Stone Palmer; Aravind K. Joshi (IJCAI, 2001)

Converting Dependency Structures to Phrase Structures. - Fei Xia 004; Martha Palmer (HLT, 2001)

Automatically Generating Tree Adjoining Grammars from Abstract Specifications. - Fei Xia 004; Martha Palmer; K. Vijay-Shanker (Comput. Intell., 2005)

The Penn Chinese TreeBank: Phrase structure annotation of a large corpus. - Nianwen Xue; Fei Xia 004; Fu-Dong Chiou; Martha Palmer (Nat. Lang. Eng., 2005)

Multilingual Structural Projection across Interlinear Text. - Fei Xia 004; William D. Lewis (HLT-NAACL, 2007)

Automatically Identifying Computationally Relevant Typological Features. - William D. Lewis; Fei Xia 004 (IJCNLP, 2008)

A Hybrid Approach to the Induction of Underlying Morphology. - Michael Tepper; Fei Xia 004 (IJCNLP, 2008)

Repurposing Theoretical Linguistic Data for Tool Development and Search. - Fei Xia 004; William D. Lewis (IJCNLP, 2008)

A Multi-Representational and Multi-Layered Treebank for Hindi/Urdu. - Rajesh Bhatt; Bhuvana Narasimhan; Martha Palmer; Owen Rambow; Dipti Misra Sharma; Fei Xia 004 (Linguistic Annotation Workshop, 2009)

Parsing, Projecting & Prototypes: Repurposing Linguistic Data on the Web. - William D. Lewis; Fei Xia 004 (EACL (Demos), 2009)

Language ID in the Context of Harvesting Language Data off the Web. - Fei Xia 004; William D. Lewis; Hoifung Poon (EACL, 2009)

Applying NLP Technologies to the Collection and Enrichment of Language Data on the Web to Aid Linguistic Research. - Fei Xia 004; William D. Lewis (LaTeCH - SHELT&R@EACL, 2009)

Extracting Medication Information from Discharge Summaries. - Scott R. Halgrim; Fei Xia 004; Imre Solti; Eithon Cadag; Özlem Uzuner (Louhi@NAACL-HLT, 2010)

Comparing Language Similarity across Genetic and Typologically-Based Groupings. - Ryan Georgi; Fei Xia 004; William D. Lewis (COLING, 2010)

Empty Categories in a Hindi Treebank. - Archna Bhatia; Rajesh Bhatt; Bhuvana Narasimhan; Martha Palmer; Owen Rambow; Dipti Misra Sharma; Michael Tepper; Ashwini Vaidya; Fei Xia 004 (LREC, 2010)

The Problems of Language Identification within Hugely Multilingual Data Sets. - Fei Xia 004; Carrie Lewis; William D. Lewis (LREC, 2010)

Preliminary Experiments with Amazon's Mechanical Turk for Annotating Medical Named Entities. - Meliha Yetisgen-Yildiz; Imre Solti; Fei Xia 004; Scott R. Halgrim (Mturk@HLT-NAACL, 2010)

Community annotation experiment for ground truth generation for the i2b2 medication challenge. - Özlem Uzuner; Imre Solti; Fei Xia 004; Eithon Cadag (J. Am. Medical Informatics Assoc., 2010)

Developing ODIN: A Multilingual Repository of Annotated Language Data for Hundreds of the World's Languages. - William D. Lewis; Fei Xia 004 (Lit. Linguistic Comput., 2010)

Inducing Morphemes Using Light Knowledge. - Michael Tepper; Fei Xia 004 (ACM Trans. Asian Lang. Inf. Process., 2010)

Linguistic Phenomena, Analyses, and Representations: Understanding Conversion between Treebanks. - Rajesh Bhatt; Owen Rambow; Fei Xia 004 (IJCNLP, 2011)

A cascade of classifiers for extracting medication information from discharge summaries. - Scott R. Halgrim; Fei Xia 004; Imre Solti; Eithon Cadag; Özlem Uzuner (J. Biomed. Semant., 2011)

Smoking Status Detection Across Domains. - Michael Tepper; Fei Xia 004; Meliha Yetisgen-Yildiz (AMIA, 2012)

Improving Dependency Parsing with Interlinear Glossed Text and Syntactic Projection. - Ryan Georgi; Fei Xia 004; William D. Lewis (COLING (Posters), 2012)

Entropy-based Training Data Selection for Domain Adaptation. - Yan Song 003; Prescott Klassen; Fei Xia 004; Chunyu Kit (COLING (Posters), 2012)

Measuring the Divergence of Dependency Structures Cross-Linguistically to Improve Syntactic Projection Algorithms. - Ryan Georgi; Fei Xia 004; William D. Lewis (LREC, 2012)

Using a Goodness Measurement for Domain Adaptation: A Case Study on Chinese Word Segmentation. - Yan Song 003; Fei Xia 004 (LREC, 2012)

Statistical Section Segmentation in Free-Text Clinical Records. - Michael Tepper; Daniel Capurro; Fei Xia 004; Lucy Vanderwende; Meliha Yetisgen-Yildiz (LREC, 2012)

Creating a Tree Adjoining Grammar from a Multilayer Treebank. - Rajesh Bhatt; Owen Rambow; Fei Xia 004 (TAG, 2012)

Pneumonia identification using statistical feature selection. - Cosmin Adrian Bejan; Fei Xia 004; Lucy Vanderwende; Mark M. Wurfel; Meliha Yetisgen-Yildiz (J. Am. Medical Informatics Assoc., 2012)

Enhanced and Portable Dependency Projection Algorithms Using Interlinear Glossed Text. - Ryan Georgi; Fei Xia 004; William D. Lewis (ACL (2), 2013)

A Common Case of Jekyll and Hyde: The Synergistic Effect of Using Divided Source Training Data for Feature Augmentation. - Yan Song 003; Fei Xia 004 (IJCNLP, 2013)

Towards Creating Precision Grammars from Interlinear Glossed Text: Inferring Large-Scale Typological Properties. - Emily M. Bender; Michael Wayne Goodman; Joshua Crowgey; Fei Xia 004 (LaTeCH@ACL, 2013)

Annotating Change of State for Clinical Events. - Lucy Vanderwende; Fei Xia 004; Meliha Yetisgen-Yildiz (EVENTS@NAACL-HLT, 2013)

Large-scale evaluation of automated clinical note de-identification and its impact on information extraction. - Louise Deléger; Katalin Molnár; Guergana Savova; Fei Xia 004; Todd Lingren; Qi Li 004; Keith Marsolo; Anil G. Jegga; Megan Kaiser; Laura Stoutenborough; Imre Solti (J. Am. Medical Informatics Assoc., 2013)

Assertion modeling and its role in clinical phenotype identification. - Cosmin Adrian Bejan; Lucy Vanderwende; Fei Xia 004; Meliha Yetisgen-Yildiz (J. Biomed. Informatics, 2013)

A text processing pipeline to extract recommendations from radiology reports. - Meliha Yetisgen-Yildiz; Martin L. Gunn; Fei Xia 004; Thomas H. Payne (J. Biomed. Informatics, 2013)

Annotating Clinical Events in Text Snippets for Phenotype Detection. - Prescott Klassen; Fei Xia 004; Lucy Vanderwende; Meliha Yetisgen (LREC, 2014)

Modern Chinese Helps Archaic Chinese Processing: Finding and Exploiting the Shared Properties. - Yan Song 003; Fei Xia 004 (LREC, 2014)

Enriching ODIN. - Fei Xia 004; William D. Lewis; Michael Wayne Goodman; Joshua Crowgey; Emily M. Bender (LREC, 2014)

Capturing divergence in dependency trees to improve syntactic projection. - Ryan Georgi; Fei Xia 004; William D. Lewis (Lang. Resour. Evaluation, 2014)

Enriching, Editing, and Representing Interlinear Glossed Text. - Fei Xia 004; Michael Wayne Goodman; Ryan Georgi; Glenn Slayden; William D. Lewis (CICLing (1), 2015)

Enriching Interlinear Text using Automatically Constructed Annotators. - Ryan Georgi; Fei Xia 004; William D. Lewis (LaTeCH@ACL, 2015)

Xigt: extensible interlinear glossed text for natural language processing. - Michael Wayne Goodman; Joshua Crowgey; Fei Xia 004; Emily M. Bender (Lang. Resour. Evaluation, 2015)

Annotating and Detecting Medical Events in Clinical Notes. - Prescott Klassen; Fei Xia 004; Meliha Yetisgen (LREC, 2016)

Enriching a massively multilingual database of interlinear glossed text. - Fei Xia 004; William D. Lewis; Michael Wayne Goodman; Glenn Slayden; Ryan Georgi; Joshua Crowgey; Emily M. Bender (Lang. Resour. Evaluation, 2016)

Learning Word Representations with Regularization from Prior Knowledge. - Yan Song 003; Chia-Jung Lee; Fei Xia 004 (CoNLL, 2017)

Coding Structures and Actions with the COSTA Scheme in Medical Conversations. - Nan Wang; Yan Song 003; Fei Xia 004 (BioNLP, 2018)

Constructing a Chinese Medical Conversation Corpus Annotated with Conversational Structures and Actions. - Nan Wang; Yan Song 003; Fei Xia 004 (LREC, 2018)

ChiMed: A Chinese Medical Corpus for Question Answering. - Yuanhe Tian; Weicheng Ma; Fei Xia 004; Yan Song 003 (BioNLP@ACL, 2019)

WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference. - Zhaofeng Wu; Yan Song 003; Sicong Huang 003; Yuanhe Tian; Fei Xia 004 (BioNLP@ACL, 2019)

Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge. - Yuanhe Tian; Yan Song 003; Xiang Ao 001; Fei Xia 004; Xiaojun Quan; Tong Zhang 001; Yonggang Wang (ACL, 2020)

Improving Chinese Word Segmentation with Wordhood Memory Networks. - Yuanhe Tian; Yan Song 003; Fei Xia 004; Tong Zhang 001; Yonggang Wang (ACL, 2020)

Summarizing Medical Conversations via Identifying Important Utterances. - Yan Song 003; Yuanhe Tian; Nan Wang; Fei Xia 004 (COLING, 2020)

Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams. - Yuanhe Tian; Yan Song 003; Fei Xia 004 (COLING, 2020)

Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks. - Yuanhe Tian; Yan Song 003; Fei Xia 004 (EMNLP (1), 2020)

Improving Constituency Parsing with Span Attention. - Yuanhe Tian; Yan Song 003; Fei Xia 004; Tong Zhang 001 (EMNLP (Findings), 2020)

Improving biomedical named entity recognition with syntactic information. - Yuanhe Tian; Wang Shen; Yan Song 003; Fei Xia 004; Min He; Kenli Li 001 (BMC Bioinform., 2020)

Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking. - Yuanhe Tian; Yan Song 003; Fei Xia 004 (ACL (Findings), 2022)

Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing. - Yuanhe Tian; Yan Song 003; Fei Xia 004 (COLING, 2022)

Complementary Learning of Aspect Terms for Aspect-based Sentiment Analysis. - Han Qin; Yuanhe Tian; Fei Xia 004; Yan Song 003 (LREC, 2022)

ChiMST: A Chinese Medical Corpus for Word Segmentation and Medical Term Recognition. - Yuanhe Tian; Han Qin; Fei Xia 004; Yan Song 003 (LREC, 2022)

Syntax-driven Approach for Semantic Role Labeling. - Yuanhe Tian; Han Qin; Fei Xia 004; Yan Song 003 (LREC, 2022)

End-to-end Aspect-based Sentiment Analysis with Combinatory Categorial Grammar. - Yuanhe Tian; Weidong Chen; Bo Hu; Yan Song; Fei Xia 004 (ACL (Findings), 2023)

HuskyScribe at MEDIQA-Sum 2023: Summarizing Clinical Dialogues with Transformers. - Bin Han; Haotian Zhu; Sitong Zhou; Sofia Ahmed; Md. Mushfiqur Rahman; Fei Xia 004; Kevin Lybarger (CLEF (Working Notes), 2023)

Overview of the MEDIQA-CORR 2024 Shared Task on Medical Error Detection and Correction. - Asma Ben Abacha; Wen-wai Yim; Yujuan Fu; Zhaoyi Sun; Fei Xia 004; Meliha Yetisgen (ClinicalNLP@NAACL, 2024)

Overview of the MEDIQA-M3G 2024 Shared Task on Multilingual Multimodal Medical Answer Generation. - Wen-wai Yim; Asma Ben Abacha; Yujuan Fu; Zhaoyi Sun; Fei Xia 004; Meliha Yetisgen; Martin Krallinger (ClinicalNLP@NAACL, 2024)

Challenging Large Language Models with New Tasks: A Study on their Adaptability and Robustness. - Chenxi Li; Yuanhe Tian; Zhaxi Zerong; Yan Song; Fei Xia 004 (ACL (Findings), 2024)

Large Language Models Are No Longer Shallow Parsers. - Yuanhe Tian; Fei Xia 004; Yan Song (ACL (1), 2024)

Dialogue Summarization with Mixture of Experts based on Large Language Models. - Yuanhe Tian; Fei Xia 004; Yan Song (ACL (1), 2024)

Learning Multimodal Contrast with Cross-modal Memory and Reinforced Contrast Recognition. - Yuanhe Tian; Fei Xia 004; Yan Song (ACL (Findings), 2024)

Overview of the ImageCLEF 2024: Multimedia Retrieval in Medical Applications. - 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; et al. (CLEF (2), 2024)

Overview of the MEDIQA-MAGIC Task at ImageCLEF 2024: Multimodal And Generative TelemedICine in Dermatology. - Wen-wai Yim; Asma Ben Abacha; Yujuan Fu; Zhaoyi Sun; Meliha Yetisgen; Fei Xia 004 (CLEF (Working Notes), 2024)

Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods. - Yujuan Fu; Giridhar Kaushik Ramachandran; Nicholas J. Dobbins; Namu Park; Michael Leu; Abby R. Rosenberg; Kevin Lybarger; Fei Xia 004; Özlem Uzuner; Meliha Yetisgen (LREC/COLING, 2024)

DermaVQA: A Multilingual Visual Question Answering Dataset for Dermatology. - Wen-wai Yim; Yujuan Fu; Zhaoyi Sun; Asma Ben Abacha; Meliha Yetisgen; Fei Xia 004 (MICCAI (5), 2024)

Diffusion Networks with Task-Specific Noise Control for Radiology Report Generation. - Yuanhe Tian; Fei Xia 004; Yan Song 003 (ACM Multimedia, 2024)

Aspect-based Sentiment Analysis with Context Denoising. - Yuanhe Tian; Chang Liu; Yan Song 004; Fei Xia 004; Yongdong Zhang 001 (NAACL-HLT (Findings), 2024)

Emotion Cause Extraction in Conversations with Response Graphing. - Yuanhe Tian; Pengsen Cheng; Fei Xia 004; Jiayong Liu; Yongdong Zhang 001; Yan Song 004 (NLPCC (5), 2024)

BioMistral-NLU: Towards More Generalizable Medical Language Understanding through Instruction Tuning. - Yujuan Fu; Giridhar Kaushik Ramachandran; Namu Park; Kevin Lybarger; Fei Xia 004; Özlem Uzuner; Meliha Yetisgen (CoRR, 2024)

CACER: Clinical concept Annotations for Cancer Events and Relations. - Yujuan Fu; Giridhar Kaushik Ramachandran; Ahmad Halwani; Bridget T. McInnes; Fei Xia 004; Kevin Lybarger; Meliha Yetisgen; Özlem Uzuner (J. Am. Medical Informatics Assoc., 2024)

MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes. - Asma Ben Abacha; Wen-wai Yim; Yujuan Fu; Zhaoyi Sun; Meliha Yetisgen; Fei Xia 004; Thomas Lin (ACL (Findings), 2025)

Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions. - Yujuan Fu; Özlem Uzuner; Meliha Yetisgen; Fei Xia 004 (NAACL (Findings), 2025)

A scoping review of natural language processing in addressing medically inaccurate information: Errors, misinformation, and hallucination. - Zhaoyi Sun; Wen-wai Yim; Özlem Uzuner; Fei Xia 004; Meliha Yetisgen (J. Biomed. Informatics, 2025)