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Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics


Apr 27, 2021
Artidoro Pagnoni, Vidhisha Balachandran, Yulia Tsvetkov

* Accepted at NAACL 2021 

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Simple and Efficient ways to Improve REALM


Apr 18, 2021
Vidhisha Balachandran, Ashish Vaswani, Yulia Tsvetkov, Niki Parmar


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An Exploration of Data Augmentation Techniques for Improving English to Tigrinya Translation


Apr 04, 2021
Lidia Kidane, Sachin Kumar, Yulia Tsvetkov

* Accepted at AfricaNLP Workshop, EACL 2021 

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Evaluating the Morphosyntactic Well-formedness of Generated Texts


Mar 30, 2021
Adithya Pratapa, Antonios Anastasopoulos, Shruti Rijhwani, Aditi Chaudhary, David R. Mortensen, Graham Neubig, Yulia Tsvetkov


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SelfExplain: A Self-Explaining Architecture for Neural Text Classifiers


Mar 23, 2021
Dheeraj Rajagopal, Vidhisha Balachandran, Eduard Hovy, Yulia Tsvetkov


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Controlled Analyses of Social Biases in Wikipedia Bios


Dec 31, 2020
Anjalie Field, Chan Young Park, Yulia Tsvetkov


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Multilingual Contextual Affective Analysis of LGBT People Portrayals in Wikipedia


Oct 21, 2020
Chan Young Park, Xinru Yan, Anjalie Field, Yulia Tsvetkov


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Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models


Oct 12, 2020
Zirui Wang, Yulia Tsvetkov, Orhan Firat, Yuan Cao


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Fortifying Toxic Speech Detectors Against Veiled Toxicity


Oct 07, 2020
Xiaochuang Han, Yulia Tsvetkov

* EMNLP 2020 

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On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment


Oct 06, 2020
Zirui Wang, Zachary C. Lipton, Yulia Tsvetkov

* Published as a main conference paper at EMNLP 2020 

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Automatic Extraction of Rules Governing Morphological Agreement


Oct 06, 2020
Aditi Chaudhary, Antonios Anastasopoulos, Adithya Pratapa, David R. Mortensen, Zaid Sheikh, Yulia Tsvetkov, Graham Neubig

* Accepted at EMNLP 2020 

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Controlling Dialogue Generation with Semantic Exemplars


Aug 20, 2020
Prakhar Gupta, Jeffrey P. Bigham, Yulia Tsvetkov, Amy Pavel


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LTIatCMU at SemEval-2020 Task 11: Incorporating Multi-Level Features for Multi-Granular Propaganda Span Identification


Aug 20, 2020
Sopan Khosla, Rishabh Joshi, Ritam Dutt, Alan W Black, Yulia Tsvetkov


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A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards


Jun 27, 2020
Zi-Yi Dou, Sachin Kumar, Yulia Tsvetkov


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Ranking Transfer Languages with Pragmatically-Motivated Features for Multilingual Sentiment Analysis


Jun 16, 2020
Jimin Sun, Hwijeen Ahn, Chan Young Park, Yulia Tsvetkov, David R. Mortensen


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Demoting Racial Bias in Hate Speech Detection


May 25, 2020
Mengzhou Xia, Anjalie Field, Yulia Tsvetkov

* Accepted at SocialNLP Workshop @ACL 2020 

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A Computational Analysis of Polarization on Indian and Pakistani Social Media


May 20, 2020
Aman Tyagi, Anjalie Field, Priyank Lathwal, Yulia Tsvetkov, Kathleen M. Carley


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Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions


May 14, 2020
Xiaochuang Han, Byron C. Wallace, Yulia Tsvetkov

* ACL 2020 

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Balancing Training for Multilingual Neural Machine Translation


May 12, 2020
Xinyi Wang, Yulia Tsvetkov, Graham Neubig

* Accepted at ACL 2020 

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Unsupervised Discovery of Implicit Gender Bias


Apr 17, 2020
Anjalie Field, Yulia Tsvetkov


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A Framework for the Computational Linguistic Analysis of Dehumanization


Mar 06, 2020
Julia Mendelsohn, Yulia Tsvetkov, Dan Jurafsky

* 30 pages, 8 figures (Appendix is 3 pages, 2 figures). Submitted to Frontiers in Artificial Intelligence (Language and Computation) 

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StructSum: Incorporating Latent and Explicit Sentence Dependencies for Single Document Summarization


Mar 01, 2020
Vidhisha Balachandran, Artidoro Pagnoni, Jay Yoon Lee, Dheeraj Rajagopal, Jaime Carbonell, Yulia Tsvetkov


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Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods


Jan 21, 2020
Maria Ryskina, Ella Rabinovich, Taylor Berg-Kirkpatrick, David R. Mortensen, Yulia Tsvetkov

* Proceedings of the Society for Computation in Linguistics 3.1 (2020): 43-52 
* SCiL 2020 

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A Dynamic Strategy Coach for Effective Negotiation


Sep 30, 2019
Yiheng Zhou, He He, Alan W Black, Yulia Tsvetkov

* In Proceedings of SigDial 2019 

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Augmenting Non-Collaborative Dialog Systems with Explicit Semantic and Strategic Dialog History


Sep 30, 2019
Yiheng Zhou, Yulia Tsvetkov, Alan W Black, Zhou Yu

* Unpublished preprint 

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Topics to Avoid: Demoting Latent Confounds in Text Classification


Sep 01, 2019
Sachin Kumar, Shuly Wintner, Noah A. Smith, Yulia Tsvetkov

* 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019) 

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