Research

Peer-Reviewed Publications

Paraphrase-Sense-Tagged Sentences
Anne Cocos and Chris Callison-Burch
TACL, Dec 2019
[cite][code][demo]

A Comparison of Context-sensitive Models for Lexical Substitution
Aina Garí Soler, Anne Cocos, Marianna Apidianaki, and Chris Callison-Burch
IWCS, May 2019
[cite]

Learning Scalar Adjective Intensity from Paraphrases
Anne Cocos, Skyler Wharton, Ellie Pavlick, Marianna Apidianaki, and Chris Callison-Burch
EMNLP, November 2018
[cite][code][data][supplemental]

Comparing Constraints for Taxonomic Organization
Anne Cocos, Marianna Apidianaki, and Chris Callison-Burch
NAACL, June 2018
[cite][code][data][supplemental]

Automated Paraphrase Lattice Creation for HyTER Machine Translation Evaluation
Marianna Apidianaki, Guillaume Wisniewski, Anne Cocos, and Chris Callison-Burch
NAACL, June 2018 (Short Papers)
[cite][code]

Mapping the Paraphrase Database to WordNet
Anne Cocos, Marianna Apidianaki, and Chris Callison-Burch
*SEM, August 2017 (Short Papers)
[cite][data]

KnowYourNyms? A Game of Semantic Relationships
Ross Mechanic, Dean Fulgoni, Hannah Cutler, Sneha Rajana, Zheyuan Liu, Bradley Jackson, Anne Cocos, Chris Callison-Burch, and Marianna Apidianaki
EMNLP, September 2017 (System Demonstrations)
[cite]

Crowd Control: Effectively Utilizing Unscreened Crowd Workers for Biomedical Data Annotation
Anne Cocos, Ting Qian, Chris Callison-Burch, and Aaron J. Masino
Journal of Biomedical Informatics, May 2017 [doi]
[cite]

Word Sense Filtering Improves Embedding-Based Lexical Substitution
Anne Cocos, Marianna Apidianaki, and Chris Callison-Burch
SENSE Workshop @ EACL, April 2017 (Best Paper Award)
[cite]

The language of place: Semantic value from geospatial context
Anne Cocos and Chris Callison-Burch
EACL, April 2017 (Short Papers)
[cite]

Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts
Anne Cocos, Alexander G. Fiks, and Aaron J. Masino
Journal of the American Medical Informatics Association, February 2017 [doi]
[cite][code][data]

Clustering Paraphrases by Word Sense
Anne Cocos and Chris Callison-Burch
NAACL, June 2016
[cite][code][data][supplemental]

Effectively crowdsourcing radiology report annotations
Anne Cocos, Aaron J. Masino, Ting Qian, Ellie Pavlick, and Chris Callison Burch
Louhi Workshop @ EMNLP, September, 2015
[cite][supplemental]

Dissertations

Paraphrase-based Models of Lexical Semantics
PhD Dissertation, University of Pennsylvania
Anne Cocos. Advisor: Chris Callison-Burch. Committee: Lyle Ungar (Chair), Marianna Apidianaki, Mitch Marcus, Dan Roth.
2019
[cite][slides]

Investigation of the Probabilistic Lexical Entailment Model for Recognising Textual Entailment
MSc Dissertation, Oxford University Computing Laboratory
Anne Cocos. Advisor: Stephen Pulman.
2007