Diyi Yang

According to our database, Diyi Yang authored at least 182 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors.

Alicja Chaszczewicz, Raj Sanjay Shah, Ryan Louie, Bruce A Arnow, Robert E. Kraut, Diyi Yang

CoRR, 2024

Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future.

Minzhi Li, Weiyan Shi, Caleb Ziems, Diyi Yang

CoRR, 2024

A Safe Harbor for AI Evaluation and Red Teaming.

Shayne Longpre, Sayash Kapoor, Kevin Klyman, Ashwin Ramaswami, Rishi Bommasani, Borhane Blili-Hamelin, Yangsibo Huang, Aviya Skowron, Zheng Xin Yong, Suhas Kotha, Yi Zeng, Weiyan Shi, Xianjun Yang, Reid Southen, Alexander Robey, Patrick Chao, Diyi Yang, Ruoxi Jia, Daniel Kang, Sandy Pentland, Arvind Narayanan, Percy Liang, Peter Henderson

CoRR, 2024

Design2Code: How Far Are We From Automating Front-End Engineering?

Chenglei Si, Yanzhe Zhang, Zhengyuan Yang, Ruibo Liu, Diyi Yang

CoRR, 2024

Unintended Impacts of LLM Alignment on Global Representation.

Michael J. Ryan, William Held, Diyi Yang

CoRR, 2024

How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs.

Yi Zeng, Hongpeng Lin, Jingwen Zhang, Diyi Yang, Ruoxi Jia, Weiyan Shi

CoRR, 2024

Anchor Points: Benchmarking Models with Much Fewer Examples.

Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways.

Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Graph Vulnerability and Robustness: A Survey.

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

IEEE Trans. Knowl. Data Eng., June, 2023

"Honestly, I Think TikTok has a Vendetta Against Black Creators": Understanding Black Content Creator Experiences on TikTok.

Camille Harris, Amber G. Johnson, Sadie Palmer, Diyi Yang, Amy S. Bruckman

Proc. ACM Hum. Comput. Interact., 2023

Identifying and Mitigating the Security Risks of Generative AI.

Clark W. Barrett, Brad Boyd, Elie Bursztein, Nicholas Carlini, Brad Chen, Jihye Choi, Amrita Roy Chowdhury, Mihai Christodorescu, Anupam Datta, Soheil Feizi, Kathleen Fisher, Tatsunori Hashimoto, Dan Hendrycks, Somesh Jha, Daniel Kang, Florian Kerschbaum, Eric Mitchell, John C. Mitchell, Zulfikar Ramzan, Khawaja Shams, Dawn Song, Ankur Taly, Diyi Yang

Found. Trends Priv. Secur., 2023

What Makes Digital Support Effective? How Therapeutic Skills Affect Clinical Well-Being.

Anna Fang, Wenjie Yang, Raj Sanjay Shah, Yash Mathur, Diyi Yang, Haiyi Zhu, Robert E. Kraut

CoRR, 2023

From Scroll to Misbelief: Modeling the Unobservable Susceptibility to Misinformation on Social Media.

Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, Diyi Yang

CoRR, 2023

Grounding or Guesswork? Large Language Models are Presumptive Grounders.

Omar Shaikh, Kristina Gligoric, Ashna Khetan, Matthias Gerstgrasser, Diyi Yang, Dan Jurafsky

CoRR, 2023

A Material Lens on Coloniality in NLP.

William Held, Camille Harris, Michael Best, Diyi Yang

CoRR, 2023

Impressions: Understanding Visual Semiotics and Aesthetic Impact.

Julia Kruk, Caleb Ziems, Diyi Yang

CoRR, 2023

Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization.

Zijun Liu, Yanzhe Zhang, Peng Li, Yang Liu, Diyi Yang

CoRR, 2023

DyVal: Graph-informed Dynamic Evaluation of Large Language Models.

Kaijie Zhu, Jiaao Chen, Jindong Wang, Neil Zhenqiang Gong, Diyi Yang, Xing Xie

CoRR, 2023

Rehearsal: Simulating Conflict to Teach Conflict Resolution.

Omar Shaikh, Valentino Chai, Michele J. Gelfand, Diyi Yang, Michael S. Bernstein

CoRR, 2023

Identifying and Mitigating the Security Risks of Generative AI.

Clark W. Barrett, Brad Boyd, Ellie Burzstein, Nicholas Carlini, Brad Chen, Jihye Choi, Amrita Roy Chowdhury, Mihai Christodorescu, Anupam Datta, Soheil Feizi, Kathleen Fisher, Tatsunori Hashimoto, Dan Hendrycks, Somesh Jha, Daniel Kang, Florian Kerschbaum, Eric Mitchell, John C. Mitchell, Zulfikar Ramzan, Khawaja Shams, Dawn Song, Ankur Taly, Diyi Yang

CoRR, 2023

LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding.

Yanzhe Zhang, Ruiyi Zhang, Jiuxiang Gu, Yufan Zhou, Nedim Lipka, Diyi Yang, Tong Sun

CoRR, 2023

Training Socially Aligned Language Models in Simulated Human Society.

Ruibo Liu, Ruixin Yang, Chenyan Jia, Ge Zhang, Denny Zhou, Andrew M. Dai, Diyi Yang, Soroush Vosoughi

CoRR, 2023

Empowering LLM-based Machine Translation with Cultural Awareness.

Binwei Yao, Ming Jiang, Diyi Yang, Junjie Hu

CoRR, 2023

Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback.

Shang-Ling Hsu, Raj Sanjay Shah, Prathik Senthil, Zahra Ashktorab, Casey Dugan, Werner Geyer, Diyi Yang

CoRR, 2023

Can Large Language Models Transform Computational Social Science?

Caleb Ziems, William Held, Omar Shaikh, Jiaao Chen, Zhehao Zhang, Diyi Yang

CoRR, 2023

Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP.

Anya Belz, Craig Thomson, Ehud Reiter, Gavin Abercrombie, Jose Maria Alonso-Moral, Mohammad Arvan, Jackie Chi Kit Cheung, Mark Cieliebak, Elizabeth Clark, Kees van Deemter, Tanvi Dinkar, Ondrej Dusek, Steffen Eger, Qixiang Fang, Albert Gatt, Dimitra Gkatzia, Javier González-Corbelle, Dirk Hovy, Manuela Hürlimann, Takumi Ito, John D. Kelleher, Filip Klubicka, Huiyuan Lai, Chris van der Lee, Emiel van Miltenburg, Yiru Li, Saad Mahamood, Margot Mieskes, Malvina Nissim, Natalie Parde, Ondrej Plátek, Verena Rieser, Pablo Mosteiro Romero, Joel R. Tetreault, Antonio Toral, Xiaojun Wan, Leo Wanner, Lewis Watson, Diyi Yang

CoRR, 2023

Auditing Gender Presentation Differences in Text-to-Image Models.

Yanzhe Zhang, Lu Jiang, Greg Turk, Diyi Yang

CoRR, 2023

Combating Robocalls with Phone Virtual Assistant Mediated Interaction.

Sharbani Pandit, Krishanu Sarker, Roberto Perdisci, Mustaque Ahamad, Diyi Yang

Proceedings of the 32nd USENIX Security Symposium, 2023

Understanding People's Needs in Viewing Diverse Social Opinions about Controversial Topics.

Hayeong Song, Zhengyang Qi, John T. Stasko, Diyi Yang

Proceedings of the 16th IEEE Pacific Visualization Symposium, 2023

Just Another Day on Twitter: A Complete 24 Hours of Twitter Data.

Jürgen Pfeffer, Daniel Matter, Kokil Jaidka, Onur Varol, Afra Mashhadi, Jana Lasser, Dennis Assenmacher, Siqi Wu, Diyi Yang, Cornelia Brantner, Daniel M. Romero, Jahna Otterbacher, Carsten Schwemmer, Kenneth Joseph, David García, Fred Morstatter

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

Parameter-Efficient Fine-Tuning Design Spaces.

Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Mitigating Biases in Hate Speech Detection from A Causal Perspective.

Zhehao Zhang, Jiaao Chen, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency.

Eric Zelikman, Wanjing Anya Ma, Jasmine E. Tran, Diyi Yang, Jason D. Yeatman, Nick Haber

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Task-Agnostic Low-Rank Adapters for Unseen English Dialects.

Zedian Xiao, William Held, Yanchen Liu, Diyi Yang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Is ChatGPT a General-Purpose Natural Language Processing Task Solver?

Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Deciphering Stereotypes in Pre-Trained Language Models.

Weicheng Ma, Henry Scheible, Brian Wang, Goutham Veeramachaneni, Pratim Chowdhary, Alan Sun, Andrew Koulogeorge, Lili Wang, Diyi Yang, Soroush Vosoughi

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules.

Yanchen Liu, William Held, Diyi Yang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation.

Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Impressions: Visual Semiotics and Aesthetic Impact Understanding.

Julia Kruk, Caleb Ziems, Diyi Yang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Culturally Aware Natural Language Inference.

Jing Huang, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

"Mistakes Help Us Grow": Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms.

Kunal Handa, Margaret Clapper, Jessica Boyle, Rose E. Wang, Diyi Yang, David S. Yeager, Dorottya Demszky

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations.

Myra Cheng, Tiziano Piccardi, Diyi Yang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Cheaper and Better Diffusion Language Model with Soft-Masked Noise.

Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Unlearn What You Want to Forget: Efficient Unlearning for LLMs.

Jiaao Chen, Diyi Yang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints.

Albert Lu, Hongxin Zhang, Yanzhe Zhang, Xuezhi Wang, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers.

William Held, Diyi Yang

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

ConStruct-VL: Data-Free Continual Structured VL Concepts Learning.

James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle, Donghyun Kim, Rameswar Panda, David D. Cox, Diyi Yang, Zsolt Kira, Rogério Feris, Leonid Karlinsky

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Shaping the Emerging Norms of Using Large Language Models in Social Computing Research.

Hong Shen, Tianshi Li, Toby Jia-Jun Li, Joon Sung Park, Diyi Yang

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2023

Metrics for Peer Counseling: Triangulating Success Outcomes for Online Therapy Platforms.

Tony Wang, Haard K. Shah, Raj Sanjay Shah, Yi-Chia Wang, Robert E. Kraut, Diyi Yang

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Multi-VALUE: A Framework for Cross-Dialectal English NLP.

Caleb Ziems, William Held, Jingfeng Yang, Jwala Dhamala, Rahul Gupta, Diyi Yang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

NormBank: A Knowledge Bank of Situational Social Norms.

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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Forgotten Knowledge: Examining the Citational Amnesia in NLP.

Janvijay Singh, Mukund Rungta, Diyi Yang, Saif M. Mohammad

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Modeling Cross-Cultural Pragmatic Inference with Codenames Duet.

Omar Shaikh, Caleb Ziems, William Held, Aryan J. Pariani, Fred Morstatter, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning.

Omar Shaikh, Hongxin Zhang, William Held, Michael S. Bernstein, Diyi Yang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Compositional Data Augmentation for Abstractive Conversation Summarization.

Siru Ouyang, Jiaao Chen, Jiawei Han, Diyi Yang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduction Games.

Bolin Lai, Hongxin Zhang, Miao Liu, Aryan J. Pariani, Fiona Ryan, Wenqi Jia, Shirley Anugrah Hayati, James M. Rehg, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

TADA : Task Agnostic Dialect Adapters for English.

William Held, Caleb Ziems, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue.

William Held, Christopher Hidey, Fei Liu, Eric Zhu, Rahul Goel, Diyi Yang, Rushin Shah

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Controllable Conversation Generation with Conversation Structures via Diffusion Models.

Jiaao Chen, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Human-in-the-loop Abstractive Dialogue Summarization.

Jiaao Chen, Mohan Dodda, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance.

Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang, Jiawei Han

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

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

Trans. Assoc. Comput. Linguistics, 2022

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

Omar Shaikh, Cassandra Ung, Diyi Yang, Felipe A. Chacon

Proc. ACM Hum. Comput. Interact., 2022

Modeling Motivational Interviewing Strategies on an Online Peer-to-Peer Counseling Platform.

Raj Sanjay Shah, Faye Holt, Shirley Anugrah Hayati, Aastha Agarwal, Yi-Chia Wang, Robert E. Kraut, Diyi Yang

Proc. ACM Hum. Comput. Interact., 2022

Werewolf Among Us: A Multimodal Dataset for Modeling Persuasion Behaviors in Social Deduction Games.

Bolin Lai, Hongxin Zhang, Miao Liu, Aryan J. Pariani, Fiona Ryan, Wenqi Jia, Shirley Anugrah Hayati, James M. Rehg, Diyi Yang

CoRR, 2022

Multi-VALUE: A Framework for Cross-Dialectal English NLP.

Caleb Ziems, William Held, Jingfeng Yang, Diyi Yang

CoRR, 2022

WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain.

Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang

CoRR, 2022

UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing.

Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

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

Le Zhang, Zichao Yang, Diyi Yang

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

SUBS: Subtree Substitution for Compositional Semantic Parsing.

Jingfeng Yang, Le Zhang, Diyi Yang

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

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

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models.

Tianlu Wang, Rohit Sridhar, Diyi Yang, Xuezhi Wang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Explaining Toxic Text via Knowledge Enhanced Text Generation.

Rohit Sridhar, Diyi Yang

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Measure and Improve Robustness in NLP Models: A Survey.

Xuezhi Wang, Haohan Wang, Diyi Yang

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

SPORTSINTERVIEW: A Large-Scale Sports Interview Benchmark for Entity-centric Dialogues.

Hanfei Sun, Ziyuan Cao, Diyi Yang

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

One Document, Many Revisions: A Dataset for Classification and Description of Edit Intents.

Dheeraj Rajagopal, Xuchao Zhang, Michael Gamon, Sujay Kumar Jauhar, Diyi Yang, Eduard H. Hovy

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

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

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

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

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

GNN is a Counter? Revisiting GNN for Question Answering.

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

Proceedings of the Tenth International Conference on Learning Representations, 2022

Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate Speech Classification.

Camille Harris, Matan Halevy, Ayanna M. Howard, Amy S. Bruckman, Diyi Yang

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain.

Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Geographic Citation Gaps in NLP Research.

Mukund Rungta, Janvijay Singh, Saif M. Mohammad, Diyi Yang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Robustness of Demonstration-based Learning Under Limited Data Scenario.

Hongxin Zhang, Yanzhe Zhang, Ruiyi Zhang, Diyi Yang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

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

Patsorn Sangkloy, Wittawat Jitkrittum, Diyi Yang, James Hays

Proceedings of the Computer Vision - ECCV 2022, 2022

DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification.

Hui Chen, Wei Han, Diyi Yang, Soujanya Poria

Proceedings of the 29th International Conference on Computational Linguistics, 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

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Will AI Console Me when I Lose my Pet? Understanding Perceptions of AI-Mediated Email Writing.

Yihe Liu, Anushk Mittal, Diyi Yang, Amy S. Bruckman

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems.

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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Inducing Positive Perspectives with Text Reframing.

Caleb Ziems, Minzhi Li, Anthony Zhang, Diyi Yang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

VALUE: Understanding Dialect Disparity in NLU.

Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization.

Kexun Zhang, Jiaao Chen, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Continual Sequence Generation with Adaptive Compositional Modules.

Yanzhe Zhang, Xuezhi Wang, Diyi Yang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Learning with Limited Text Data.

Diyi Yang, Ankur P. Parikh, Colin Raffel

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

DMix: Adaptive Distance-aware Interpolative Mixup.

Ramit Sawhney, Megh Thakkar, Shrey Pandit, Ritesh Soun, Di Jin, Diyi Yang, Lucie Flek

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

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

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

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

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Join, Stay or Go?: A Closer Look at Members' Life Cycles in Online Health Communities.

Zheng Yao, Diyi Yang, John M. Levine, Carissa A. Low, Tenbroeck Smith, Haiyi Zhu, Robert E. Kraut

Proc. ACM Hum. Comput. Interact., 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 (Polo) Chau, Diyi Yang

Proc. ACM Hum. Comput. Interact., 2021

Evaluating the Effectiveness of Deplatforming as a Moderation Strategy on Twitter.

Shagun Jhaver, Christian Boylston, Diyi Yang, Amy S. Bruckman

Proc. ACM Hum. Comput. Interact., 2021

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 H. Hovy, Jiwei Li

CoRR, 2021

Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models.

Tianlu Wang, Diyi Yang, Xuezhi Wang

CoRR, 2021

A Search Engine for Discovery of Biomedical 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

CoRR, 2021

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

CoRR, 2021

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

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

CoRR, 2021

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

Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang

CoRR, 2021

Putting Humans in the Natural Language Processing Loop: A Survey.

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

CoRR, 2021

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

Sebastian Gehrmann, Tosin P. Adewumi, Karmanya Aggarwal, Pawan Sasanka Ammanamanchi, Aremu Anuoluwapo, Antoine Bosselut, Khyathi Raghavi Chandu, Miruna-Adriana Clinciu, Dipanjan Das, Kaustubh D. Dhole, Wanyu Du, Esin Durmus, Ondrej Dusek, 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 P. 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

CoRR, 2021

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

Ian Stewart, Diyi Yang, Jacob Eisenstein

CoRR, 2021

Towards User-Centric Text-to-Text Generation: A Survey.

Diyi Yang, Lucie Flek

Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021

Personalized Response Generation via Generative Split Memory Network.

Yuwei Wu, Xuezhe Ma, Diyi Yang

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Continual Learning for Text Classification with Information Disentanglement Based Regularization.

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

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

The Importance of Modeling Social Factors of Language: Theory and Practice.

Dirk Hovy, Diyi Yang

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs.

Jiaao Chen, Diyi Yang

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Understanding the Invitation Acceptance in Agent-initiated Social E-commerce.

Fengli Xu, Guozhen Zhang, Yuan Yuan, Hongjia Huang, Diyi Yang, Depeng Jin, Yong Li

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

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

Caleb Ziems, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

WIKIBIAS: Detecting Multi-Span Subjective Biases in Language.

Yang Zhong, Jingfeng Yang, Wei Xu, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing.

Jingfeng Yang, Federico Fancellu, Bonnie Webber, Diyi Yang

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Semantic Categorization of Social Knowledge for Commonsense Question Answering.

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

Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, 2021

HypMix: Hyperbolic Interpolative Data Augmentation.

Ramit Sawhney, Megh Thakkar, Shivam Agarwal, Di Jin, Diyi Yang, Lucie Flek

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization.

Jiaao Chen, Diyi Yang

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

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

Matan Halevy, Camille Harris, Amy S. Bruckman, Diyi Yang, Ayanna M. Howard

Proceedings of the EAAMO 2021: ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization, Virtual Event, USA, October 5, 2021

Evaluating Graph Vulnerability and Robustness using TIGER.

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

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Effects of Support-Seekers' Community Knowledge on Their Expressed Satisfaction with the Received Comments in Mental Health Communities.

Zhenhui Peng, Xiaojuan Ma, Diyi Yang, Ka Wing Tsang, Qingyu Guo

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Understanding the Usage of Online Media for Parenting from Infancy to Preschool At Scale.

Yujia Gao, Jinu Jang, Diyi Yang

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

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

Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

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

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability.

Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

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

Jiaao Chen, Diyi Yang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Successful Online Socialization: Lessons from the Wikipedia Education Program.

Ang Li, Zheng Yao, Diyi Yang, Chinmay Kulkarni, Rosta Farzan, Robert E. Kraut

Proc. ACM Hum. Comput. Interact., 2020

Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses.

Jiaao Chen, Yuwei Wu, Diyi Yang

CoRR, 2020

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

Ian Stewart, Diyi Yang, Jacob Eisenstein

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection.

Jingfeng Yang, Diyi Yang, Zhaoran Ma

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Examining the Ordering of Rhetorical Strategies in Persuasive Requests.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

ToTTo: A Controlled Table-To-Text Generation Dataset.

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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

Jiaao Chen, Diyi Yang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Local Additivity Based Data Augmentation for Semi-supervised NER.

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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

Kunal Chawla, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Proximate Social Factors in First-Time Contribution to Online Communities.

Joseph Seering, Jessica Hammer, Geoff Kaufman, Diyi Yang

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 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

Proceedings of the Chinese CHI 2020: The eighth International Workshop of Chinese CHI, 2020

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

Jiaao Chen, Zichao Yang, Diyi Yang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Automatically Neutralizing Subjective Bias in Text.

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

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Semi-supervised Models via Data Augmentation for Classifying Interactive Affective Responses.

Jiaao Chen, Yuwei Wu, Diyi Yang

Proceedings of the 3rd Workshop on Affective Content Analysis (AffCon 2020) co-located with Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), 2020

2019

Multi-level Modeling of Social Roles in Online Micro-lending Platforms.

Lu Sun, Robert E. Kraut, Diyi Yang

Proc. ACM Hum. Comput. Interact., 2019

Characterizing Collective Attention via Descriptor Context in Public Discussions of Crisis Events.

Ian Stewart, Diyi Yang, Jacob Eisenstein

CoRR, 2019

Let's Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms.

Diyi Yang, Jiaao Chen, Zichao Yang, Dan Jurafsky, Eduard H. Hovy

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

The Channel Matters: Self-disclosure, Reciprocity and Social Support in Online Cancer Support Groups.

Diyi Yang, Zheng Yao, Joseph Seering, Robert E. Kraut

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Seekers, Providers, Welcomers, and Storytellers: Modeling Social Roles in Online Health Communities.

Diyi Yang, Robert E. Kraut, Tenbroeck Smith, Elijah Mayfield, Dan Jurafsky

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Understanding Motivations behind Inaccurate Check-ins.

Fengli Xu, Guozhen Zhang, Zhilong Chen, Jiaxin Huang, Yong Li, Diyi Yang, Ben Y. Zhao, Fanchao Meng

Proc. ACM Hum. Comput. Interact., 2018

Understanding Self-Narration of Personally Experienced Racism on Reddit.

Diyi Yang, Scott Counts

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

2017

Persuading Teammates to Give: Systematic versus Heuristic Cues for Soliciting Loans.

Diyi Yang, Robert E. Kraut

Proc. ACM Hum. Comput. Interact., 2017

Self-Disclosure and Channel Difference in Online Health Support Groups.

Diyi Yang, Zheng Yao, Robert E. Kraut

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Identifying Semantic Edit Intentions from Revisions in Wikipedia.

Diyi Yang, Aaron Halfaker, Robert E. Kraut, Eduard H. Hovy

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Commitment of Newcomers and Old-timers to Online Health Support Communities.

Diyi Yang, Robert E. Kraut, John M. Levine

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

Hierarchical Attention Networks for Document Classification.

Zichao Yang, Diyi Yang, Chris Dyer, Xiaodong He, Alexander J. Smola, Eduard H. Hovy

Proceedings of the NAACL HLT 2016, 2016

Edit Categories and Editor Role Identification in Wikipedia.

Diyi Yang, Aaron Halfaker, Robert E. Kraut, Eduard H. Hovy

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Who Did What: Editor Role Identification in Wikipedia.

Diyi Yang, Aaron Halfaker, Robert E. Kraut, Eduard H. Hovy

Proceedings of the Tenth International Conference on Web and Social Media, 2016

Exploring the Effect of Student Confusion in Massive Open Online Courses.

Diyi Yang, Robert E. Kraut, Carolyn P. Rosé

Proceedings of the 9th International Conference on Educational Data Mining, 2016

2015

Incorporating Word Correlation Knowledge into Topic Modeling.

Pengtao Xie, Diyi Yang, Eric P. Xing

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Exploring the Effect of Confusion in Discussion Forums of Massive Open Online Courses.

Diyi Yang, Miaomiao Wen, Iris K. Howley, Robert E. Kraut, Carolyn P. Rosé

Proceedings of the Second ACM Conference on Learning @ Scale, 2015

Humor Recognition and Humor Anchor Extraction.

Diyi Yang, Alon Lavie, Chris Dyer, Eduard H. Hovy

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve Tweets.

William Yang Wang, Diyi Yang

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Investigating How Student's Cognitive Behavior in MOOC Discussion Forum Affect Learning Gains.

Xu Wang, Diyi Yang, Miaomiao Wen, Kenneth R. Koedinger, Carolyn P. Rosé

Proceedings of the 8th International Conference on Educational Data Mining, 2015

CSCL and Learning Analytics: Opportunities to Support Social Interaction, Self-Regulation and Socially Shared Regulation.

Alyssa Friend Wise, Roger Azevedo, Karsten Stegmann, Jonna Malmberg, Carolyn Penstein Rosé, Nicholas Mudrick, Michelle Taub, Seth A. Martin, Jesse J. Farnsworth, Jin Mu, Hanna Järvenoja, Sanna Järvelä, Miaomiao Wen, Diyi Yang, Frank Fischer

Proceedings of the 11th International Conference on Computer Supported Collaborative Learning, 2015

Fostering Discussion across Communication Media in Massive Open Online Courses.

Oliver Ferschke, Iris K. Howley, Gaurav Tomar, Diyi Yang, Yu Liu, Carolyn Penstein Rosé

Proceedings of the 11th International Conference on Computer Supported Collaborative Learning, 2015

Virtual Teams in Massive Open Online Courses.

Miaomiao Wen, Diyi Yang, Carolyn Penstein Rosé

Proceedings of the Artificial Intelligence in Education - 17th International Conference, 2015

Alleviating the Negative Effect of Up and Downvoting on Help Seeking in MOOC Discussion Forums.

Iris K. Howley, Gaurav Tomar, Diyi Yang, Oliver Ferschke, Carolyn Penstein Rosé

Proceedings of the Artificial Intelligence in Education - 17th International Conference, 2015

Positive Impact of Collaborative Chat Participation in an edX MOOC.

Oliver Ferschke, Diyi Yang, Gaurav Tomar, Carolyn Penstein Rosé

Proceedings of the Artificial Intelligence in Education - 17th International Conference, 2015

Weakly Supervised Role Identification in Teamwork Interactions.

Diyi Yang, Miaomiao Wen, Carolyn P. Rosé

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Question recommendation with constraints for massive open online courses.

Diyi Yang, David Adamson, Carolyn Penstein Rosé

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Social factors that contribute to attrition in MOOCs.

Carolyn Penstein Rosé, Ryan Carlson, Diyi Yang, Miaomiao Wen, Lauren B. Resnick, Pam Goldman, Jennifer Sherer

Proceedings of the First (2014) ACM Conference on Learning @ Scale, 2014

Linguistic Reflections of Student Engagement in Massive Open Online Courses.

Miaomiao Wen, Diyi Yang, Carolyn Penstein Rosé

Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

Peer Influence on Attrition in Massively Open Online Courses.

Diyi Yang, Miaomiao Wen, Carolyn P. Rosé

Proceedings of the 7th International Conference on Educational Data Mining, 2014

Forum Thread Recommendation for Massive Open Online Courses.

Diyi Yang, Mario Piergallini, Iris K. Howley, Carolyn Penstein Rosé

Proceedings of the 7th International Conference on Educational Data Mining, 2014

Sentiment Analysis in MOOC Discussion Forums: What does it tell us?

Miaomiao Wen, Diyi Yang, Carolyn Penstein Rosé

Proceedings of the 7th International Conference on Educational Data Mining, 2014

Constrained Question Recommendation in MOOCs via Submodularity.

Diyi Yang, Jingbo Shang, Carolyn Penstein Rosé

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Predicting advertiser bidding behaviors in sponsored search by rationality modeling.

Haifeng Xu, Bin Gao, Diyi Yang, Tie-Yan Liu

Proceedings of the 22nd International World Wide Web Conference, 2013

2012

Serendipitous Personalized Ranking for Top-N Recommendation.

Qiuxia Lu, Tianqi Chen, Weinan Zhang, Diyi Yang, Yong Yu

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Collaborative filtering with short term preferences mining.

Diyi Yang, Tianqi Chen, Weinan Zhang, Yong Yu

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Local implicit feedback mining for music recommendation.

Diyi Yang, Tianqi Chen, Weinan Zhang, Qiuxia Lu, Yong Yu

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Feature Based Informative Model for Discriminating Favorite Items from Unrated Ones.

Bing Cheng, Tianqi Chen, Diyi Yang, Weinan Zhang, Yongqiang Wang, Yong Yu

Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012