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Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models


Sep 08, 2021
Steven Y. Feng, Kevin Lu, Zhuofu Tao, Malihe Alikhani, Teruko Mitamura, Eduard Hovy, Varun Gangal


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SAPPHIRE: Approaches for Enhanced Concept-to-Text Generation


Aug 15, 2021
Steven Y. Feng, Jessica Huynh, Chaitanya Narisetty, Eduard Hovy, Varun Gangal

* INLG 2021. Code available at https://github.com/styfeng/SAPPHIRE 

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Automatic Construction of Evaluation Suites for Natural Language Generation Datasets


Jun 16, 2021
Simon Mille, Kaustubh D. Dhole, Saad Mahamood, Laura Perez-Beltrachini, Varun Gangal, Mihir Kale, Emiel van Miltenburg, Sebastian Gehrmann


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Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation


Jun 05, 2021
Varun Gangal, Harsh Jhamtani, Eduard Hovy, Taylor Berg-Kirkpatrick

* Findings of ACL 2021 

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A Survey of Data Augmentation Approaches for NLP


May 29, 2021
Steven Y. Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, Eduard Hovy

* Accepted to ACL 2021 Findings. GitHub repo with paper list at https://github.com/styfeng/DataAug4NLP 

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NAREOR: The Narrative Reordering Problem


Apr 14, 2021
Varun Gangal, Steven Y. Feng, Eduard Hovy, Teruko Mitamura


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The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics


Feb 03, 2021
Sebastian Gehrmann, Tosin Adewumi, Karmanya Aggarwal, Pawan Sasanka Ammanamanchi, Aremu Anuoluwapo, Antoine Bosselut, Khyathi Raghavi Chandu, Miruna Clinciu, Dipanjan Das, Kaustubh D. Dhole, Wanyu Du, Esin Durmus, Ondřej Dušek, Chris Emezue, Varun Gangal, Cristina Garbacea, Tatsunori Hashimoto, Yufang Hou, Yacine Jernite, Harsh Jhamtani, Yangfeng Ji, Shailza Jolly, Dhruv Kumar, Faisal Ladhak, Aman Madaan, Mounica Maddela, Khyati Mahajan, Saad Mahamood, Bodhisattwa Prasad Majumder, Pedro Henrique Martins, Angelina McMillan-Major, Simon Mille, Emiel van Miltenburg, Moin Nadeem, Shashi Narayan, Vitaly Nikolaev, Rubungo Andre Niyongabo, Salomey Osei, Ankur Parikh, Laura Perez-Beltrachini, Niranjan Ramesh Rao, Vikas Raunak, Juan Diego Rodriguez, Sashank Santhanam, João Sedoc, Thibault Sellam, Samira Shaikh, Anastasia Shimorina, Marco Antonio Sobrevilla Cabezudo, Hendrik Strobelt, Nishant Subramani, Wei Xu, Diyi Yang, Akhila Yerukola, Jiawei Zhou


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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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BERTering RAMS: What and How Much does BERT Already Know About Event Arguments? -- A Study on the RAMS Dataset


Oct 09, 2020
Varun Gangal, Eduard Hovy

* Accepted for the BlackBoxNLP 2020 Workshop @EMNLP 2020; Pre-camera-ready copy 

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SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations


Apr 27, 2020
Xiang Kong, Varun Gangal, Eduard Hovy

* ACL2020 

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Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection In Task Oriented Dialog


Dec 30, 2019
Varun Gangal, Abhinav Arora, Arash Einolghozati, Sonal Gupta

* Accepted for AAAI-2020 Main Track 

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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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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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CharManteau: Character Embedding Models For Portmanteau Creation


Jul 24, 2017
Varun Gangal, Harsh Jhamtani, Graham Neubig, Eduard Hovy, Eric Nyberg

* Accepted for publication in EMNLP 2017 

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Shakespearizing Modern Language Using Copy-Enriched Sequence-to-Sequence Models


Jul 20, 2017
Harsh Jhamtani, Varun Gangal, Eduard Hovy, Eric Nyberg

* Accepted at EMNLP 2017 Workshop on Stylistic Variation 

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