Fei Xia

Orcid: 0000-0001-6015-6064

Affiliations:
  • University of Washington, Seattle, WA, USA
  • University of Pennsylvania, Philadelphia, PA, USA (PhD)


According to our database1, Fei Xia authored at least 88 papers between 1997 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
CACER: Clinical concept Annotations for Cancer Events and Relations.
J. Am. Medical Informatics Assoc., 2024

MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes.
CoRR, 2024

Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions.
CoRR, 2024

BioMistral-NLU: Towards More Generalizable Medical Language Understanding through Instruction Tuning.
CoRR, 2024

Emotion Cause Extraction in Conversations with Response Graphing.
Proceedings of the Natural Language Processing and Chinese Computing, 2024

Aspect-based Sentiment Analysis with Context Denoising.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Diffusion Networks with Task-Specific Noise Control for Radiology Report Generation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

DermaVQA: A Multilingual Visual Question Answering Dataset for Dermatology.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Overview of the MEDIQA-MAGIC Task at ImageCLEF 2024: Multimodal And Generative TelemedICine in Dermatology.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024


Learning Multimodal Contrast with Cross-modal Memory and Reinforced Contrast Recognition.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Dialogue Summarization with Mixture of Experts based on Large Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Large Language Models Are No Longer Shallow Parsers.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Challenging Large Language Models with New Tasks: A Study on their Adaptability and Robustness.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Overview of the MEDIQA-M3G 2024 Shared Task on Multilingual Multimodal Medical Answer Generation.
Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

Overview of the MEDIQA-CORR 2024 Shared Task on Medical Error Detection and Correction.
Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023
HuskyScribe at MEDIQA-Sum 2023: Summarizing Clinical Dialogues with Transformers.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

End-to-end Aspect-based Sentiment Analysis with Combinatory Categorial Grammar.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Syntax-driven Approach for Semantic Role Labeling.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

ChiMST: A Chinese Medical Corpus for Word Segmentation and Medical Term Recognition.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Complementary Learning of Aspect Terms for Aspect-based Sentiment Analysis.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2020
Improving biomedical named entity recognition with syntactic information.
BMC Bioinform., 2020

Improving Constituency Parsing with Span Attention.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Summarizing Medical Conversations via Identifying Important Utterances.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Improving Chinese Word Segmentation with Wordhood Memory Networks.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

ChiMed: A Chinese Medical Corpus for Question Answering.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

2018
Constructing a Chinese Medical Conversation Corpus Annotated with Conversational Structures and Actions.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Coding Structures and Actions with the COSTA Scheme in Medical Conversations.
Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018

2017
Learning Word Representations with Regularization from Prior Knowledge.
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

2016
Enriching a massively multilingual database of interlinear glossed text.
Lang. Resour. Evaluation, 2016

Annotating and Detecting Medical Events in Clinical Notes.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

2015
Xigt: extensible interlinear glossed text for natural language processing.
Lang. Resour. Evaluation, 2015

Enriching Interlinear Text using Automatically Constructed Annotators.
Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, 2015

Enriching, Editing, and Representing Interlinear Glossed Text.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

2014
Capturing divergence in dependency trees to improve syntactic projection.
Lang. Resour. Evaluation, 2014

Enriching ODIN.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Modern Chinese Helps Archaic Chinese Processing: Finding and Exploiting the Shared Properties.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Annotating Clinical Events in Text Snippets for Phenotype Detection.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

2013
A text processing pipeline to extract recommendations from radiology reports.
J. Biomed. Informatics, 2013

Assertion modeling and its role in clinical phenotype identification.
J. Biomed. Informatics, 2013

Large-scale evaluation of automated clinical note de-identification and its impact on information extraction.
J. Am. Medical Informatics Assoc., 2013

Annotating Change of State for Clinical Events.
Proceedings of the Workshop on Events: Definition, 2013

Towards Creating Precision Grammars from Interlinear Glossed Text: Inferring Large-Scale Typological Properties.
Proceedings of the 7th Workshop on Language Technology for Cultural Heritage, 2013

A Common Case of Jekyll and Hyde: The Synergistic Effect of Using Divided Source Training Data for Feature Augmentation.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Enhanced and Portable Dependency Projection Algorithms Using Interlinear Glossed Text.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Pneumonia identification using statistical feature selection.
J. Am. Medical Informatics Assoc., 2012

Creating a Tree Adjoining Grammar from a Multilayer Treebank.
Proceedings of the 11th International Workshop on Tree Adjoining Grammars and Related Formalisms, 2012

Statistical Section Segmentation in Free-Text Clinical Records.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Using a Goodness Measurement for Domain Adaptation: A Case Study on Chinese Word Segmentation.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Measuring the Divergence of Dependency Structures Cross-Linguistically to Improve Syntactic Projection Algorithms.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Entropy-based Training Data Selection for Domain Adaptation.
Proceedings of the COLING 2012, 2012

Improving Dependency Parsing with Interlinear Glossed Text and Syntactic Projection.
Proceedings of the COLING 2012, 2012

Smoking Status Detection Across Domains.
Proceedings of the AMIA 2012, 2012

2011
A cascade of classifiers for extracting medication information from discharge summaries.
J. Biomed. Semant., 2011

Linguistic Phenomena, Analyses, and Representations: Understanding Conversion between Treebanks.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

2010
Inducing Morphemes Using Light Knowledge.
ACM Trans. Asian Lang. Inf. Process., 2010

Developing ODIN: A Multilingual Repository of Annotated Language Data for Hundreds of the World's Languages.
Lit. Linguistic Comput., 2010

Community annotation experiment for ground truth generation for the i2b2 medication challenge.
J. Am. Medical Informatics Assoc., 2010

Preliminary Experiments with Amazon's Mechanical Turk for Annotating Medical Named Entities.
Proceedings of the 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, 2010

The Problems of Language Identification within Hugely Multilingual Data Sets.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Empty Categories in a Hindi Treebank.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Comparing Language Similarity across Genetic and Typologically-Based Groupings.
Proceedings of the COLING 2010, 2010

Extracting Medication Information from Discharge Summaries.
Proceedings of the Second Louhi Workshop on Text and Data Mining of Health Documents, 2010

2009
Applying NLP Technologies to the Collection and Enrichment of Language Data on the Web to Aid Linguistic Research.
Proceedings of the Workshop on Language Technology and Resources for Cultural Heritage, Social Sciences, Humanities, and Education LaTeCH, 2009

Language ID in the Context of Harvesting Language Data off the Web.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

Parsing, Projecting & Prototypes: Repurposing Linguistic Data on the Web.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

A Multi-Representational and Multi-Layered Treebank for Hindi/Urdu.
Proceedings of the Third Linguistic Annotation Workshop, 2009

2008
Repurposing Theoretical Linguistic Data for Tool Development and Search.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

A Hybrid Approach to the Induction of Underlying Morphology.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Automatically Identifying Computationally Relevant Typological Features.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

2007
Multilingual Structural Projection across Interlinear Text.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

2005
The Penn Chinese TreeBank: Phrase structure annotation of a large corpus.
Nat. Lang. Eng., 2005

Automatically Generating Tree Adjoining Grammars from Abstract Specifications.
Comput. Intell., 2005

2001
Converting Dependency Structures to Phrase Structures.
Proceedings of the First International Conference on Human Language Technology Research, 2001

Automatically Extracting and Comparing Lexicalized Grammars for Different Languages.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

2000
Comparing and integrating Tree Adjoining Grammars.
Proceedings of the Fifth International Workshop on Tree Adjoining Grammar and Related Frameworks, 2000

Developing Guidelines and Ensuring Consistency for Chinese Text Annotation.
Proceedings of the Second International Conference on Language Resources and Evaluation, 2000

A Uniform Method of Grammar Extraction and Its Applications.
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 2000

Some Experiments on Indicators of Parsing Complexity for Lexicalized Grammars.
Proceedings of the Workshop on Efficiency In Large-Scale Parsing Systems, 2000

1998
Consistent grammar development using partial-tree descriptions for Lexicalized Tree-Adjoining Grammars.
Proceedings of the Fourth International Workshop on Tree Adjoining Grammars and Related Frameworks, 1998

1997
A Comparison of Head Transducers and Transfer for a Limited Domain Translation Application.
Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and 8th Conference of the European Chapter of the Association for Computational Linguistics, 1997


  Loading...