Diyi Yang

A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch

Patsorn Sangkloy, Wittawat Jitkrittum, Diyi Yang, James Hays

Comments ECCV 2022

Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond

Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang

Comments Accepted to Transactions of the Association for Computational Linguistics (TACL)

TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding

Le Zhang, Zichao Yang, Diyi Yang

Comments Accepted to NAACL2022 main conference

Know it to Defeat it: Exploring Health Rumor Characteristics and Debunking Efforts on Chinese Social Media during COVID-19 Crisis

Wenjie Yang, Sitong Wang, Zhenhui Peng, Chuhan Shi, Xiaojuan Ma, Diyi Yang

Comments ICWSM 2022

Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models

Tianlu Wang, Rohit Sridhar, Diyi Yang, Xuezhi Wang

Comments 8 pages, accepted to NAACL 2022 Findings

SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models

Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang

Comments 12 pages, Findings of NAACL 2022

Measure and Improve Robustness in NLP Models: A Survey

Xuezhi Wang, Haohan Wang, Diyi Yang

Comments Accepted by NAACL 2022 main conference (Long paper). Camera-ready version

SUBS: Subtree Substitution for Compositional Semantic Parsing

Jingfeng Yang, Le Zhang, Diyi Yang

Comments 6 pages

Journal ref NAACL 2022

Six Feet Apart: Online Payments During the COVID-19 Pandemic

Omar Shaikh, Cassandra Ung, Diyi Yang, Felipe Chacon

Comments 33 pages, 8 figures, CSCW 2022

The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems

Caleb Ziems, Jane A. Yu, Yi-Chia Wang, Alon Halevy, Diyi Yang

Comments ACL 2022 main conference

Inducing Positive Perspectives with Text Reframing

Caleb Ziems, Minzhi Li, Anthony Zhang, Diyi Yang

Comments ACL 2022 main conference

Linguistic Characterization of Divisive Topics Online: Case Studies on Contentiousness in Abortion, Climate Change, and Gun Control

Jacob Beel, Tong Xiang, Sandeep Soni, Diyi Yang

Continual Sequence Generation with Adaptive Compositional Modules

Yanzhe Zhang, Xuezhi Wang, Diyi Yang

Comments 15 pages, ACL 2022

Graph Vulnerability and Robustness: A Survey

Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau

Comments Accepted into Transactions on Knowledge and Data Engineering (TKDE) 2022

Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative Comprehension

Ying Xu, Dakuo Wang, Mo Yu, Daniel Ritchie, Bingsheng Yao, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Nora Bradford, Branda Sun, Tran Bao Hoang, Yisi Sang, Yufang Hou, Xiaojuan Ma, Diyi Yang, Nanyun Peng, Zhou Yu, Mark Warschauer

Comments Accepted to ACL 2022

Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition

Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang

Comments ACL 2022 (Findings)

A Search Engine for Discovery of Scientific Challenges and Directions

Dan Lahav, Jon Saad Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope

Comments AAAI 2022

Journal ref AAAI 2022

Pretty Princess vs. Successful Leader: Gender Roles in Greeting Card Messages

Jiao Sun, Tongshuang Wu, Yue Jiang, Ronil Awalegaonkar, Xi Victoria Lin, Diyi Yang

Comments CHI 2022

Racism is a Virus: Anti-Asian Hate and Counterspeech in Social Media during the COVID-19 Crisis

Bing He, Caleb Ziems, Sandeep Soni, Naren Ramakrishnan, Diyi Yang, Srijan Kumar

Comments ASONAM 2021. The COVID-HATE dataset, annotations, and code are at http://claws.cc.gatech.edu/covid

Interpreting Deep Learning Models in Natural Language Processing: A Review

Xiaofei Sun, Diyi Yang, Xiaoya Li, Tianwei Zhang, Yuxian Meng, Han Qiu, Guoyin Wang, Eduard Hovy, Jiwei Li

GNN is a Counter? Revisiting GNN for Question Answering

Kuan Wang, Yuyu Zhang, Diyi Yang, Le Song, Tao Qin

Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble Framework

Matan Halevy, Camille Harris, Amy Bruckman, Diyi Yang, Ayanna Howard

Comments Accepted to ACM EAAMO '21: accepted/" target="_blank" rel="noopener">https://eaamo.org/accepted/ Code available: https://github.com/matanhalevy/DebiasingHateDetectionAAE

To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence

Caleb Ziems, Diyi Yang

Comments Findings of EMNLP 2021

Latent Hatred: A Benchmark for Understanding Implicit Hate Speech

Mai ElSherief, Caleb Ziems, David Muchlinski, Vaishnavi Anupindi, Jordyn Seybolt, Munmun De Choudhury, Diyi Yang

Comments EMNLP 2021 main conference

Semantic Categorization of Social Knowledge for Commonsense Question Answering

Gengyu Wang, Xiaochen Hou, Diyi Yang, Kathleen McKeown, Jing Huang

Comments Accepted by SustaiNLP 2021 on EMNLP 2021

Evaluating Graph Vulnerability and Robustness using TIGER

Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau

Comments Published at CIKM 2021 Resource Track

Quantifying the Impact of Human Capital, Job History, and Language Factors on Job Seniority with a Large-scale Analysis of Resumes

Austin P Wright, Caleb Ziems, Haekyu Park, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang, Maria Tomprou

Comments 9 Pages, 5 Figures, 8 Tables

An Empirical Survey of Data Augmentation for Limited Data Learning in NLP

Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang

Continual Learning for Text Classification with Information Disentanglement Based Regularization

Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang

Comments NAACL 2021

Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering

Aditya Gupta, Jiacheng Xu, Shyam Upadhyay, Diyi Yang, Manaal Faruqui

Comments Findings of ACL 2021