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Dongyeop Kang

UC Berkeley

Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica


Sep 06, 2021
Shirley Anugrah Hayati, Dongyeop Kang, Lyle Ungar

* Accepted at EMNLP 2021 Main Conference 

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Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task


Oct 11, 2020
Dongyeop Kang, Eduard Hovy

* EMNLP 2020 

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Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions


Oct 11, 2020
Dongyeop Kang, Andrew Head, Risham Sidhu, Kyle Lo, Daniel S. Weld, Marti A. Hearst

* Workshop on Scholarly Document Processing (SDP), EMNLP 2020 

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GenAug: Data Augmentation for Finetuning Text Generators


Oct 10, 2020
Steven Y. Feng, Varun Gangal, Dongyeop Kang, Teruko Mitamura, Eduard Hovy

* EMNLP 2020 Deep Learning Inside Out (DeeLIO) Workshop; Code available at https://github.com/styfeng/GenAug 

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INSPIRED: Toward Sociable Recommendation Dialog Systems


Oct 08, 2020
Shirley Anugrah Hayati, Dongyeop Kang, Qingxiaoyang Zhu, Weiyan Shi, Zhou Yu

* Accepted as a long paper at EMNLP 2020, corrected typos 

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Augmenting Scientific Papers with Just-in-Time, Position-Sensitive Definitions of Terms and Symbols


Sep 29, 2020
Andrew Head, Kyle Lo, Dongyeop Kang, Raymond Fok, Sam Skjonsberg, Daniel S. Weld, Marti A. Hearst

* 16 pages, 14 figures, 1 table. For associated video, see https://bit.ly/scholarphi-video-walkthrough 

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Posterior Calibrated Training on Sentence Classification Tasks


May 01, 2020
Taehee Jung, Dongyeop Kang, Hua Cheng, Lucas Mentch, Thomas Schaaf

* Accepted at ACL 2020 

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xSLUE: A Benchmark and Analysis Platform for Cross-Style Language Understanding and Evaluation


Nov 09, 2019
Dongyeop Kang, Eduard Hovy


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Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue


Sep 09, 2019
Dongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul Crook, Y-Lan Boureau, Jason Weston

* EMNLP 2019 

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(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas


Aug 31, 2019
Dongyeop Kang, Varun Gangal, Eduard Hovy

* EMNLP 2019 

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Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs


Aug 30, 2019
Dongyeop Kang, Hiroaki Hayashi, Alan W Black, Eduard Hovy

* EMNLP 2019 

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Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization


Aug 30, 2019
Taehee Jung, Dongyeop Kang, Lucas Mentch, Eduard Hovy

* EMNLP 2019 

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Bridging Knowledge Gaps in Neural Entailment via Symbolic Models


Sep 04, 2018
Dongyeop Kang, Tushar Khot, Ashish Sabharwal, Peter Clark

* EMNLP 2018 

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AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples


May 12, 2018
Dongyeop Kang, Tushar Khot, Ashish Sabharwal, Eduard Hovy

* ACL 2018 

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A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications


Apr 25, 2018
Dongyeop Kang, Waleed Ammar, Bhavana Dalvi, Madeleine van Zuylen, Sebastian Kohlmeier, Eduard Hovy, Roy Schwartz

* NAACL 2018 

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Actionable Email Intent Modeling with Reparametrized RNNs


Dec 26, 2017
Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Hassan Awadallah, Patrick Pantel

* AAAI 2018 

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Detecting and Explaining Causes From Text For a Time Series Event


Jul 27, 2017
Dongyeop Kang, Varun Gangal, Ang Lu, Zheng Chen, Eduard Hovy

* Accepted at EMNLP 2017 

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