Diyi Yang

HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization

Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang

Comments ACL 2021

Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs

Jiaao Chen, Diyi Yang

Comments NAACL 2021

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

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, Mihir Kale, 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

Putting Humans in the Natural Language Processing Loop: A Survey

Zijie J. Wang, Dongjin Choi, Shenyu Xu, Diyi Yang

Comments The paper is accepted to the HCI+NLP workshop at EACL 2021

RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization

Austin P Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Duen Horng Chau, Diyi Yang

Comments 26 pages, 5 figures, CSCW '21

Tuiteamos o pongamos un tuit? Investigating the Social Constraints of Loanword Integration in Spanish Social Media

Ian Stewart, Diyi Yang, Jacob Eisenstein

Journal ref Society for Computation in Linguistics, 2021

Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests

Jiaao Chen, Diyi Yang

Comments AAAI 2021

Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization

Kunal Chawla, Diyi Yang

Comments EMNLP 2020 Findings

Examining the Ordering of Rhetorical Strategies in Persuasive Requests

Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang

Comments Findings of EMNLP 2020

ToTTo: A Controlled Table-To-Text Generation Dataset

Ankur P. Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, Dipanjan Das

Comments Accepted to EMNLP 2020

Local Additivity Based Data Augmentation for Semi-supervised NER

Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang

Comments EMNLP 2020

Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization

Jiaao Chen, Diyi Yang

Comments EMNLP 2020

RECAST: Interactive Auditing of Automatic Toxicity Detection Models

Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Diyi Yang, Duen Horng Chau

Comments 8 Pages, 3 figures, The eighth International Workshop of Chinese CHI Proceedings

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

Jiaao Chen, Zichao Yang, Diyi Yang

Comments ACL 2020

Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses

Jiaao Chen, Yuwei Wu, Diyi Yang

Comments The AAAI-20 Workshop On Affective Content Analysis AFFCON2020: Interactive Affective Response

Characterizing Collective Attention via Descriptor Context: A Case Study of Public Discussions of Crisis Events

Ian Stewart, Diyi Yang, Jacob Eisenstein

Comments ICWSM 2020

Automatically Neutralizing Subjective Bias in Text

Reid Pryzant, Richard Diehl Martinez, Nathan Dass, Sadao Kurohashi, Dan Jurafsky, Diyi Yang

Comments To appear at AAAI 2020