Yufang Hou  Yufang Hou photo         

contact information

Research Staff Member
Ireland Research Lab, Dublin, Ireland
  

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Professional Associations

Professional Associations:  Association for Computational Linguistics


2021

Ensemble Graph Prediction
Thanh Lam Hoang, Gabriele Picco, Yufang Hou, Young-Suk Lee, Lam M. Nguyen, Dzung T. Phan, Vanessa Lopez, Ramon Fernandez Astudillo
NeurIPS, 2021

HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks
Xuye Liu, Dakuo Wang, April Wang, Yufang Hou, Lingfei Wu
EMNLP Findings, 2021

End-to-end Neural Information Status Classification
Yufang Hou
EMNLP Findings, 2021

Employing Argumentation Knowledge Graphs for Neural Argument Generation
Khalid Al Khatib, Lukas Trautner, Henning Wachsmuth, Yufang Hou, Benno Stein
ACL, 2021

End-to-End Construction of NLP Knowledge Graph
Ishani Mondal, Yufang Hou, Charles Jochim
ACL Findings, 2021

An autonomous debating system
Noam Slonim, Yonatan Bilu, Carlos Alzate, Roy Bar-Haim, Ben Bogin, Francesca Bonin, Leshem Choshen, Edo Cohen-Karlik, Lena Dankin, Lilach Edelstein, Liat Ein-Dor, Roni Friedman-Melamed, Assaf Gavron, Ariel Gera, Martin Gleize, Shai Gretz, Dan Gutfreund, Alon Halfon, Daniel Hershcovich, Ron Hoory, Yufang Hou, Shay Hummel, Michal Jacovi, Charles Jochim, Yoav Kantor, Yoav Katz, David Konopnicki, Zvi Kons, Lili Kotlerman, Dalia Krieger, Dan Lahav, Tamar Lavee, Ran Levy, Naftali Liberman, Yosi Mass, Amir Menczel
Nature, 2021

D2S: Automated slide generation with query-based text summarization from documents
Edward Sun, Yufang Hou, Dakuo Wang, Yunfeng Zhang and Nancy Xin Ru Wang
NAACL, 2021

Probing for Bridging Inference in Transformer Language Models
Onkar Pandit, Yufang Hou
NAACL, 2021

TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics
Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly
EACL, 2021


2020

Bridging Anaphora Resolution as Question Answering
Yufang Hou
ACL, 2020

Fine-grained Information Status Classification Using Discourse Context-Aware BERT
Yufang Hou
COLING, 2020

End-to-End Argumentation Knowledge Graph Construction
Khalid Al-Khatib, Yufang Hou, Henning Wachsmuth, Charles Jochim, Francesca Bonin, Benno Stein
AAAI, 2020

Corpus Wide Argument Mining--a Working Solution
Liat Ein-Dor, Eyal Shnarch, Lena Dankin, Alon Halfon, Benjamin Sznajder, Ariel Gera, Carlos Alzate, Martin Gleize, Leshem Choshen, Yufang Hou, Yonatan Bilu, Ranit Aharonov, Noam Slonim
AAAI, 2020

HBCP Corpus: A New Resource for the Analysis of Behaviour ChangeIntervention Reports
Francesca Bonin, Ailbhe N. Finnerty, Candice Moore, Charles Jochim, Emma Norris, Yufang Hou, Martin Gleize, Debasis Ganguly, Alison J. Wright, Emily Hayes, Silje Zink, Alessandra Pascale, Pol Mac Aonghusa, Susan Michie
LREC, 2020

Knowledge Extraction and Prediction from Behavior Science Randomized Controlled Trials: A Case-Study in Smoking Cessation
Francesca Bonin, Martin Gleize, Yufang Hou, Debasis Ganguly, Ailbhe Finnerty, Charles Jochim, Alessandra Pascale, Pierpaolo Tommasi, Pol Mac Aonghusa, Susan Michie
AMIA Symposium, 2020


2019

A Summarization System for Scientific Documents
Shai Erera, Michal Shmueli-Scheuer, Guy Feigenblat, Ora Peled Nakash, Odellia Boni, Haggai Roitman, Doron Cohen, Bar Weiner, Yosi Mass, Or Rivlin, Guy Lev, Achiya Jerbi, Jonathan Herzig, Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, David Konopnicki
EMNLP 2019

Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction
Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly
ACL 2019

Extracting Factual Min/Max Age Information from Clinical Trial Studies
Yufang Hou, Debasis Ganguly, Lea A Deleris, Francesca Bonin
The 2nd Clinical Natural Language Processing Workshop@NAACL 2019

Information Extraction of Behavior Change Intervention Descriptions
Debasis Ganguly, Yufang Hou, Lea A. Deleris, Francesca Bonin
AMIA 2019


2018

Know Who Your Friends Are: Understanding Social Connections from Unstructured Text
Lea A. Deleris, Francesca Bonin, Elizabeth Daly, Stephane Deparis, Yufang Hou, Charles Jochim, Yassine Lassoued and Killian Levacher
NAACL2018 (Demo paper)

A Deterministic Algorithm for Bridging Anaphora Resolution
Yufang Hou
EMNLP 2018 (long paper)

Will it Blend? Blending Weak and Strong Labeled Datain a Neural Network for Argumentation Mining
Eyal Shnarch, Carlos Alzate, Lena Dankin, Martin Gleize, Yufang Hou, Leshem Choshen, Ranit Aharonov, Noam Slonim
ACL 2018 (short paper)

Unrestricted Bridging Resolution
Yufang Hou, Katja Markert, Michael Strube
Computational Linguistics, 2018

Enhanced Word Representations for Bridging Anaphora Resolution
Yufang Hou
NAACL 2018 (short paper)


2017

The Cool Cucumber System at the 2017 TAC KBP BeSt Evaluation
Nguyen, Thanh-Son and Hou, Yufang and Jochim, Charles and Daly, Elizabeth M and Deleris, Lea A
TAK KBP 2017

Argument Relation Classification Using a Joint Inference Model
Yufang Hou, Charles Jochim
The 4th Workshop on Argument Mining at EMNLP 2017

Computational Argumentation Quality Assessment in Natural Language
Henning Wachsmuth, Nona Naderi, Yufang Hou, Yonatan Bilu, Vinodkumar Prabhakaran, Graeme Hirst, Benno Stein
EACL 2017 (long paper)

Argumentation Quality Assessment: Theory vs. Practice
Henning Wachsmuth, Nona Naderi, Ivan Habernal, Yufang Hou, Graeme Hirst, Iryna Gurevych, Benno Stein
ACL 2017 (short paper)


2016

Incremental Fine-grained Information Status Classification Using Attention-based LSTMs
Yufang Hou
COLING 2016

Unrestricted Bridging Resolution
Yufang Hou
2016 - archiv.ub.uni-heidelberg.de
Abstract


2015

Analyzing Sentiment in Classical Chinese Poetry
Yufang Hou, Anette Frank
LaTeCH 2015, 15
Abstract


2014

A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents.
Yufang Hou, Katja Markert, Michael Strube
EMNLP, pp. 2082--2093, 2014
Abstract


2013

Cascading Collective Classification for Bridging Anaphora Recognition using a Rich Linguistic Feature Set.
Yufang Hou, Katja Markert, Michael Strube
EMNLP, pp. 814--820, 2013
Abstract

Global Inference for Bridging Anaphora Resolution.
Yufang Hou, Katja Markert, Michael Strube
HLT-NAACL, pp. 907--917, 2013
Abstract


2012

Collective classification for fine-grained information status
Katja Markert, Yufang Hou, Michael Strube
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers-Volume 1, pp. 795--804, 2012
Abstract


2011

Weakly supervised graph-based coreference resolution for clinical data
Jie Cai, Eva Mujdricza-Maydt, Yufang Hou, Michael Strube
Proceedings of the 5th i2b2 Shared Tasks and Workshop on Challenges in Natural Language Processing for Clinical Data, Washington, DC, pp. 20--21, 2011