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Career

· Researcher, Columbia University2024–
· Graduate Student, Columbia University
· Verified email at cs.columbia.edu, Columbia University

Publications (26)

Explanation and Justification in Machine Learning : A Survey Or
2017
548
cited
Putting it Simply: a Context-Aware Approach to Lexical Simplification
Annual Meeting of the Association for Computational Linguistics · 2011
192
cited
GLUCOSE: GeneraLized and COntextualized Story Explanations
Conference on Empirical Methods in Natural Language Processing · 2020
127
cited
Human-Centric Justification of Machine Learning Predictions
International Joint Conference on Artificial Intelligence · 2017
107
cited
Aggregated Word Pair Features for Implicit Discourse Relation Disambiguation
Annual Meeting of the Association for Computational Linguistics · 2013
87
cited
Identifying Justifications in Written Dialogs
2011 IEEE Fifth International Conference on Semantic Computing · 2011
85
cited
Predicting the impact of scientific concepts using full‐text features
J. Assoc. Inf. Sci. Technol. · 2016
79
cited
Detecting Influencers in Written Online Conversations
2012
56
cited
Justification Narratives for Individual Classifications
2014
49
cited
Semantic Technologies in IBM Watson
2013
29
cited
Classifying Taxonomic Relations between Pairs of Wikipedia Articles
International Joint Conference on Natural Language Processing · 2013
26
cited
Open-Domain Frame Semantic Parsing Using Transformers
arXiv.org · 2020
23
cited
PDTB Discourse Parsing as a Tagging Task: The Two Taggers Approach
SIGDIAL Conference · 2015
21
cited
Discourse Planning with an N-gram Model of Relations
Conference on Empirical Methods in Natural Language Processing · 2015
19
cited
Siamese Networks for Semantic Pattern Similarity
International Computer Science Conference · 2018
19
cited
An Entity-Focused Approach to Generating Company Descriptions
Annual Meeting of the Association for Computational Linguistics · 2016
8
cited
End-to-End Product Taxonomy Extension from Text Reviews
International Computer Science Conference · 2019
6
cited
Mining Paraphrasal Typed Templates from a Plain Text Corpus
Annual Meeting of the Association for Computational Linguistics · 2016
6
cited
Spanish Twitter Messages Polarized through the Lens of an English System
TASS@SEPLN · 2015
3
cited
Data-Driven Solutions to Bottlenecks in Natural Language Generation
2016
2
cited
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