| Publications (by Year) | Yejin Choi |
- 2017
Zero-Shot Activity Recognition with Verb Attribute Induction
Rowan Zellers and Yejin Choi
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017.
Dynamic Entity Representations in Neural Language Models
Yangfeng Ji, Chenhao Tan, Sebastian Martschat, Yejin Choi and Noah A. Smith
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017.
Truth of Varying Shades: On Political Fact-Checking and Fake News
Hannah Rashkin, Eunsol Choi, Jin Yea Jang, Svitlana Volkova and Yejin Choi
Conference on Empirical Methods in Natural Language Processing (EMNLP), short paper, 2017.
Connotation Frames of Agency and Power in Modern Films
Maarten Sap, Marcella Cindy Prasettio, Ariel Holtzman, Hannah Rashkin and Yejin Choi
Conference on Empirical Methods in Natural Language Processing (EMNLP), short paper, 2017.
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation
Ioannis Konstas, Srinivasan Iyer, Mark Yatskar, Yejin Choi and Luke Zettlemoyer
Association for Computational Linguistics (ACL), 2017.
Verb Physics: Relative Physical Knowledge of Actions and Objects
Maxwell Forbes and Yejin Choi
Association for Computational Linguistics (ACL), 2017.
Multilingual Connotation Frames: A Case Study on Social Media for Targeted Sentiment Analysis and Forecast
Hannah Rashkin, Eric Bell, Yejin Choi, and Svitlana Volkova
Association for Computational Linguistics (ACL), short paper, 2017.
The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task
Roy Schwartz, Maarten Sap, Yannis Konstas, Li Zilles, Yejin Choi and Noah A. Smith
Conference on Computational Natural Language Learning (CoNLL), 2017.
Story Cloze Task: UW NLP System
Roy Schwartz, Maarten Sap, Yannis Konstas, Li Zilles, Yejin Choi and Noah A. Smith
LSDSem 2017 shared task (Best performing system), 2017.
- 2016
Globally Coherent Text Generation with Neural Checklist Models
Chloé Kiddon, Luke Zettlemoyer, and Yejin Choi
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2016.
Generating Topical Poetry
Marjan Ghazvininejad, Xing Shi, Yejin Choi, and Kevin Knight
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2016.
Connotation Frames: A Data-Driven Investigation
Hannah Rashkin, Sameer Singh and Yejin Choi
Association for Computational Linguistics (ACL), 2016.
*Project Page
Learning Prototypical Event Structure from Photo Albums
Antoine Bosselut, Jianfu Chen, David Warren, Hannaneh Hajishirzi, and Yejin Choi
Association for Computational Linguistics (ACL), 2016.
Document-level Sentiment Inference with Social, Faction, and Discourse Context
Eunsol Choi, Hannah Rashkin, Luke Zettlemoyer and Yejin Choi
Association for Computational Linguistics (ACL), 2016.
Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects
Hessam Bagherinezhad, Hannaneh Hajishirzi, Yejin Choi, and Ali Farhadi
Association for the Advancement of Artificial Intelligence (AAAI), 2016.
- 2015
Segment-Phrase Table for Semantic Segmentation, Visual Entailment and Paraphrasing
Hamid Izadinia, Fereshteh Sadeghi, Santosh Kumar Divvala, Hannaneh Hajishirzi, Yejin Choi, Ali Farhadi
International Conference on Computer Vision (ICCV), 2015. (oral)
Mise en Place: Unsupervised Interpretation of Instructional Recipes
Chloé Kiddon, Ganesa Thandavam Ponnuraj, Luke Zettlemoyer, Yejin Choi
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2015.
Event Detection and Factuality Assessment with Non-Expert Supervision
Kenton Lee, Yoav Artzi, Yejin Choi, Luke Zettlemoyer
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2015.
Déjà Image-Captions: A Corpus of Expressive Image Descriptions in Repetition
Jianfu Chen, Polina Kuznetsova, David Warren, Yejin Choi.
North American Chapter of the Association for Computational Linguistics (NAACL), 2015
Project page *Data: download (~224M)
Refer-to-as Relations as Semantic Knowledge
Song Feng, Sujith Ravi, Ravi Kumar, Polina Kuznetsova, Wei Liu, Alex Berg, Tamara Berg and Yejin Choi
Association for the Advancement of Artificial Intelligence (AAAI), 2015.
Predicting Entry-Level Categories
Vicente Ordonez, Wei Liu, Jia Deng, Yejin Choi, Alexander C. Berg, Tamara L. Berg
International Journal of Computer Vision (IJCV), 2015. (invited journal of Ordonez et al. ICCV 2013)
*Project Page
Large Scale Retrieval and Generation of Image Descriptions
Vicente Ordonez, Xufeng Han, Polina Kuznetsova, Girish Kulkarni, Margaret Mitchell, Kota Yamaguchi Karl Stratos, Amit Goyal, Jesse Dodge, Alyssa Mensch, Hal Daumé III, Alexander C. Berg, Yejin Choi, Tamara L. Berg
International Journal of Computer Vision (IJCV), 2015.
Learning to Name Objects
Vicente Ordonez, Wei Liu, Jia Deng, Yejin Choi, Alexander C. Berg, Tamara L. Berg
Communications of the ACM (CACM), 2015. (invited article)
- 2014
Keystroke Patterns as Prosody in Digital Writings: A Case Study with Deceptive Reviews and Essays
Song Feng, Ritwik Banerjee, Jun Seok Kang and Yejin Choi.
Empirical Methods on Natural Language Processing (EMNLP), 2014.
TreeTalk: Composition and Compression of Trees for Image Descriptions
Polina Kuznetsova, Vicente Ordonez, Tamara Berg and Yejin Choi.
Transaction of Association for Computational Linguistics (TACL), 2014. (presented at EMNLP 2014)
ConnotationWordNet: Learning Connotation over the Word+Sense Network.
Jun Seok Kang, Song Feng, Leman Akoglu and Yejin Choi.
Association for Computational Linguistics (ACL), 2014.
*Project Page *Data: ConnotationWordNet
Automated Suggestion of Laboratory Tests for Identifying Likelihood of Adverse Drug Events
Ritwik Banerjee, I.V. Ramakrishnan, Yejin Choi, Gaurav Piyush and Ameya Naik.
IEEE International Conference on Healthcare Informatics (ICHI), 2014.
- 2013
Understanding and Quantifying Creativity in Lexical Composition.
Polina Kuznetsova, Jianfu Chen and Yejin Choi.
Empirical Methods on Natural Language Processing (EMNLP), 2013.
*Project Page *Data: Creative Lexical Composition Corpus
Success with Style – Using Writing Style to Predict the Success of Novels.
Vikas Ashok, Song Feng and Yejin Choi.
Empirical Methods on Natural Language Processing (EMNLP), 2013.
*Project Page *Data Literary Success Corpus
Where Not to Eat? Improving Public Policy by Predicting Hygiene Inspections Using Online Reviews.
Jun Seok Kang, Polina Kuznetsova, Michael Luca and Yejin Choi.
Empirical Methods on Natural Language Processing (EMNLP), short, 2013.
*Project Page *Data: Hygiene Inspection Corpus
Featured in
The Atlantic
From Large Scale Image Categorization to Entry-Level Categories.
Vicente Ordonez, Jia Deng, Yejin Choi, Alexander C Berg, Tamara L Berg
International Conference on Computer Vision (ICCV), 2013.-- Marr Prize
Generalizing Image Captions for Image-Text Parallel Corpus.
Polina Kuznetsova, Vicente Ordonez, Alexander Berg, Tamara Berg and Yejin Choi.
Association for Computational Linguistics (ACL), short, 2013.
*Project Page *Data: Generalized 1M image-caption corpus
Connotation Lexicon: A Dash of Sentiment Beneath the Surface Meaning.
Song Feng, Jun Seok Kang, Polina Kuznetsova and Yejin Choi.
Association for Computational Linguistics (ACL), 2013.
*Project Page *Data: Connotation lexicon
Featured in Fast Company
BabyTalk: Understanding and Generating Simple Image Descriptions.
Girish Kulkarni, Visruth Premraj, Vicente Ordonez, Sagnik Dhar, Siming Li, Yejin Choi, Alexander C. Berg, Tamara L Berg.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2013.
- 2012
Characterizing Stylistic Elements in Syntactic Structure.
Song Feng, Ritwik Banerjee and Yejin Choi.
Empirical Methods in Natural Language Processing (EMNLP), 2012.
Syntactic Stylometry for Deception Detection.
Song Feng, Ritwik Banerjee and Yejin Choi.
Association for Computational Linguistics (ACL), short, 2012.
Collective Generation of Natural Image Descriptions.
Polina Kuznetsova, Vicente Ordonez, Alexander Berg, Tamara Berg and Yejin Choi.
Association for Computational Linguistics (ACL), 2012.
Distributional Footprints of Deceptive Product Reviews.
Song Feng, Longfei Xing, Anupam Gogar and Yejin Choi.
International AAAI Conference on Weblogs and Social Media. (ICWSM), 2012. Best paper runner up
Featured in
Investor's Business Daily (Aug 2012);
MIT's Technology Review (Jun 2012);
Newsweek (Sep 2012);
Business Insider;
Computer World;
Consumerist;
Detecting Visual Text.
Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa Mensch, Margaret Mitchell, Karl Stratos, Kota Yamaguchi, Yejin Choi, Hal Daume' III, Alexander C. Berg, Tamara L. Berg.
North American Chapter of the Association for Computational Linguistics. (NAACL), 2012.
- 2011
Learning General Connotation of Words using Graph-based Algorithms.
Song Feng, Ritwik Bose, and Yejin Choi.
Empirical Methods in Natural Language Processing (EMNLP), 2011.
Domain Independent Authorship Attribution without Domain Adaptation.
Rohith Menon and Yejin Choi.
Recent Advances in Natural Language Processing (RANLP), 2011.
Composing Simple Image Descriptions using Web-scale N-grams.
Siming Li, Girish Kulkarni, Tamara Berg, Alex Berg and Yejin Choi.
Computational Natural Language Learning (CoNLL), 2011.
Gender Attribution: Tracing Stylometric Evidence Beyond Topic and Genre.
Ruchita Sarawgi, Kailash Gajulapalli and Yejin Choi.
Computational Natural Language Learning (CoNLL), 2011.
Language of Vandalism: Improving Wikipedia Vandalism Detection via Stylometric Analysis.
Manoj Harpalani, Michael Hart, Sandesh Singh, Rob Johnson and Yejin Choi.
Association for Computational Linguistics (ACL), short, 2011.
Finding Deceptive Opinion Spam by Any Stretch of the Imagination.
Myle Ott, Yejin Choi, Claire Cardie, and Jeffrey Hancock.
Association for Computational Linguistics (ACL), 2011.
Featured in
WNBC
News for New York (Sep 2012, 5pm news);
NHPR Radio (Sep 22, 2011);
Bloomberg
Business Week (Oct 2011);
NY Times (Aug 19, 2011);
Baby Talk: Understanding and Generating Image Descriptions.
Girish Kulkarni, Visruth Premraj, Sagnik Dhar, Siming Li, Yejin Choi, Alexander C. Berg, and Tamara Berg.
Computer Vision and Pattern Recognition (CVPR), 2011
- 2010
Hierarchical Sequential Learning for Extracting Opinions and their Attributes.
Yejin Choi, and Claire Cardie.
Association for Computational Linguistics (ACL), 2010. short paper.Automatically Generating Annotator Rationales to Improve Sentiment Classification.
Ainur Yessenalina, Yejin Choi, and Claire Cardie.
Association for Computational Linguistics (ACL), 2010. short paper.Fine-Grained Opinion Analysis: Structure-Aware Approaches
Yejin Choi
Ph.D. Thesis, 2010.Using Landing Pages for Sponsored Search Ad Selection
Yejin Choi, Marcus Fontoura, Evgeniy Gabrilovich, Vanja Josifovski, Mauricio Mediano, and Bo Pang.
International World Wide Web Conference (WWW), 2010.
- 2009 - 2005
Adapting a Polarity Lexicon Using Integer Linear Programming for Domain-Specific Sentiment Classification.
Yejin Choi and Claire Cardie.
Empirical Methods in Natural Language Processing (EMNLP), 2009.Learning with Compositional Semantics as Structural Inference for Subsentential Sentiment Analysis.
Yejin Choi and Claire Cardie.
Empirical Methods in Natural Language Processing (EMNLP), 2008.Structured Local Training and Biased Potential Functions for Conditional Random Fields with Application to Coreference Resolution
Yejin Choi, Claire Cardie.
Human Language Technologies: the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT), 2007.Identifying Expressions of Opinion in Context.
Eric Breck, Yejin Choi, Claire Cardie.
International Joint Conference on Artificial Intelligence (IJCAI), 2007.Cornell System Description for the NTCIR-6 Opinion Task.
Eric Breck, Yejin Choi, Veselin Stoyanov, and Claire Cardie.
The 6th NTCIR Workshop Meeting , 2007.Joint Extraction of Entities and Relations for Opinion Recognition.
Yejin Choi, Eric Breck, Claire Cardie.
Empirical Methods in Natural Language Processing (EMNLP), 2006.Identifying Sources of Opinions with Conditional Random Fields and Extraction Patterns.
Yejin Choi, Claire Cardie, Ellen Riloff, and Siddharth Patwardhan.
Human Language Technology Conference/Conference on Empirical Methods in Natural Language Processing (HLT-EMNLP), 2005.OpinionFinder: A system for subjectivity analysis.
Theresa Wilson, Paul Hoffmann, Swapna Somasundaran, Jason Kessler, Janyce Wiebe, Yejin Choi, Claire Cardie, Ellen Riloff and Siddharth Patwardhan.
A demo at Human Language Technology Conference/Conference on Empirical Methods in Natural Language Processing (HLT-EMNLP), 2005.
- 2012
Patents:
C. Cardie, Y. Choi, E. Breck, V. Stoyanov
[Patent pending] filed by Jodange, LLC, 2007.
A. Grigorovitch, Y. Choi, T. Carvalho.
[Patent 20050066063] filed by Microsoft Corporation, 2003.
T. Batterberry, A. Grigorovitch, A. Klemets, J. Stewart, Y. Choi
[Patent 20040267503] filed by Microsoft Corporation, 2003.
Y. Choi, A. Grigorovitch, T. Batterberry
[Patent 20030236905] filed by Microsoft Corporation, 2002.