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2020 – today
- 2024
- [i95]Yi Zeng, Hongpeng Lin, Jingwen Zhang, Diyi Yang, Ruoxi Jia, Weiyan Shi:
How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs. CoRR abs/2401.06373 (2024) - 2023
- [j13]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:
Identifying and Mitigating the Security Risks of Generative AI. Found. Trends Priv. Secur. 6(1): 1-52 (2023) - [j12]Camille Harris, Amber G. Johnson, Sadie Palmer, Diyi Yang, Amy S. Bruckman:
"Honestly, I Think TikTok has a Vendetta Against Black Creators": Understanding Black Content Creator Experiences on TikTok. Proc. ACM Hum. Comput. Interact. 7(CSCW2): 1-31 (2023) - [j11]Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau:
Graph Vulnerability and Robustness: A Survey. IEEE Trans. Knowl. Data Eng. 35(6): 5915-5934 (2023) - [c131]Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang, Jiawei Han:
DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance. ACL (Findings) 2023: 194-217 - [c130]Caleb Ziems, William Held, Jingfeng Yang, Jwala Dhamala, Rahul Gupta, Diyi Yang:
Multi-VALUE: A Framework for Cross-Dialectal English NLP. ACL (1) 2023: 744-768 - [c129]William Held, Caleb Ziems, Diyi Yang:
TADA : Task Agnostic Dialect Adapters for English. ACL (Findings) 2023: 813-824 - [c128]Siru Ouyang, Jiaao Chen, Jiawei Han, Diyi Yang:
Compositional Data Augmentation for Abstractive Conversation Summarization. ACL (1) 2023: 1471-1488 - [c127]William Held, Christopher Hidey, Fei Liu, Eric Zhu, Rahul Goel, Diyi Yang, Rushin Shah:
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue. ACL (1) 2023: 3586-3604 - [c126]Omar Shaikh, Hongxin Zhang, William Held, Michael S. Bernstein, Diyi Yang:
On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning. ACL (1) 2023: 4454-4470 - [c125]Janvijay Singh, Mukund Rungta, Diyi Yang, Saif M. Mohammad:
Forgotten Knowledge: Examining the Citational Amnesia in NLP. ACL (1) 2023: 6192-6208 - [c124]Omar Shaikh, Caleb Ziems, William Held, Aryan J. Pariani, Fred Morstatter, Diyi Yang:
Modeling Cross-Cultural Pragmatic Inference with Codenames Duet. ACL (Findings) 2023: 6550-6569 - [c123]Bolin Lai, Hongxin Zhang, Miao Liu, Aryan J. Pariani, Fiona Ryan, Wenqi Jia, Shirley Anugrah Hayati, James M. Rehg, Diyi Yang:
Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduction Games. ACL (Findings) 2023: 6570-6588 - [c122]Jiaao Chen, Diyi Yang:
Controllable Conversation Generation with Conversation Structures via Diffusion Models. ACL (Findings) 2023: 7238-7251 - [c121]Caleb Ziems, Jane Dwivedi-Yu, Yi-Chia Wang, Alon Y. Halevy, Diyi Yang:
NormBank: A Knowledge Bank of Situational Social Norms. ACL (1) 2023: 7756-7776 - [c120]Jiaao Chen, Mohan Dodda, Diyi Yang:
Human-in-the-loop Abstractive Dialogue Summarization. ACL (Findings) 2023: 9176-9190 - [c119]Tony Wang, Haard K. Shah, Raj Sanjay Shah, Yi-Chia Wang, Robert E. Kraut, Diyi Yang:
Metrics for Peer Counseling: Triangulating Success Outcomes for Online Therapy Platforms. CHI 2023: 483:1-483:17 - [c118]Hong Shen, Tianshi Li, Toby Jia-Jun Li, Joon Sung Park, Diyi Yang:
Shaping the Emerging Norms of Using Large Language Models in Social Computing Research. CSCW Companion 2023: 569-571 - [c117]James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle, Donghyun Kim, Rameswar Panda, David D. Cox, Diyi Yang, Zsolt Kira, Rogério Feris, Leonid Karlinsky:
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning. CVPR 2023: 14994-15004 - [c116]Albert Lu, Hongxin Zhang, Yanzhe Zhang, Xuezhi Wang, Diyi Yang:
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints. EACL (Findings) 2023: 1937-1963 - [c115]William Held, Diyi Yang:
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers. EACL 2023: 2408-2419 - [c114]Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang:
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023: 1339-1384 - [c113]Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang:
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. EMNLP 2023: 1487-1505 - [c112]Eric Zelikman, Wanjing Anya Ma, Jasmine E. Tran, Diyi Yang, Jason D. Yeatman, Nick Haber:
Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency. EMNLP 2023: 2190-2205 - [c111]Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang:
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise. EMNLP 2023: 4765-4775 - [c110]Zhehao Zhang, Jiaao Chen, Diyi Yang:
Mitigating Biases in Hate Speech Detection from A Causal Perspective. EMNLP (Findings) 2023: 6610-6625 - [c109]Jing Huang, Diyi Yang:
Culturally Aware Natural Language Inference. EMNLP (Findings) 2023: 7591-7609 - [c108]Zedian Xiao, William Held, Yanchen Liu, Diyi Yang:
Task-Agnostic Low-Rank Adapters for Unseen English Dialects. EMNLP 2023: 7857-7870 - [c107]Kunal Handa, Margaret Clapper, Jessica Boyle, Rose E. Wang, Diyi Yang, David S. Yeager, Dorottya Demszky:
"Mistakes Help Us Grow": Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms. EMNLP 2023: 8877-8897 - [c106]Myra Cheng, Tiziano Piccardi, Diyi Yang:
CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations. EMNLP 2023: 10853-10875 - [c105]Weicheng Ma, Henry Scheible, Brian Wang, Goutham Veeramachaneni, Pratim Chowdhary, Alan Sun, Andrew Koulogeorge, Lili Wang, Diyi Yang, Soroush Vosoughi:
Deciphering Stereotypes in Pre-Trained Language Models. EMNLP 2023: 11328-11345 - [c104]Jiaao Chen, Diyi Yang:
Unlearn What You Want to Forget: Efficient Unlearning for LLMs. EMNLP 2023: 12041-12052 - [c103]Julia Kruk, Caleb Ziems, Diyi Yang:
Impressions: Visual Semiotics and Aesthetic Impact Understanding. EMNLP 2023: 12273-12291 - [c102]Yanchen Liu, William Held, Diyi Yang:
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules. EMNLP 2023: 13776-13793 - [c101]Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang:
Parameter-Efficient Fine-Tuning Design Spaces. ICLR 2023 - [c100]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:
Just Another Day on Twitter: A Complete 24 Hours of Twitter Data. ICWSM 2023: 1073-1081 - [c99]Hayeong Song, Zhengyang Qi, John T. Stasko, Diyi Yang:
Understanding People's Needs in Viewing Diverse Social Opinions about Controversial Topics. PacificVis 2023: 6-10 - [c98]Sharbani Pandit, Krishanu Sarker, Roberto Perdisci, Mustaque Ahamad, Diyi Yang:
Combating Robocalls with Phone Virtual Assistant Mediated Interaction. USENIX Security Symposium 2023: 463-479 - [i94]Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang:
Parameter-Efficient Fine-Tuning Design Spaces. CoRR abs/2301.01821 (2023) - [i93]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:
Just Another Day on Twitter: A Complete 24 Hours of Twitter Data. CoRR abs/2301.11429 (2023) - [i92]Yanzhe Zhang, Lu Jiang, Greg Turk, Diyi Yang:
Auditing Gender Presentation Differences in Text-to-Image Models. CoRR abs/2302.03675 (2023) - [i91]Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang:
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? CoRR abs/2302.06476 (2023) - [i90]Albert Lu, Hongxin Zhang, Yanzhe Zhang, Xuezhi Wang, Diyi Yang:
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints. CoRR abs/2302.09185 (2023) - [i89]Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang:
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise. CoRR abs/2304.04746 (2023) - [i88]Hayeong Song, Zhengyang Qi, John T. Stasko, Diyi Yang:
Understanding people's needs in viewing diverse social opinions about controversial topics. CoRR abs/2304.11561 (2023) - [i87]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:
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP. CoRR abs/2305.01633 (2023) - [i86]Caleb Ziems, William Held, Omar Shaikh, Jiaao Chen, Zhehao Zhang, Diyi Yang:
Can Large Language Models Transform Computational Social Science? CoRR abs/2305.03514 (2023) - [i85]Shang-Ling Hsu, Raj Sanjay Shah, Prathik Senthil, Zahra Ashktorab, Casey Dugan, Werner Geyer, Diyi Yang:
Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback. CoRR abs/2305.08982 (2023) - [i84]Yanchen Liu, William Held, Diyi Yang:
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules. CoRR abs/2305.13406 (2023) - [i83]Binwei Yao, Ming Jiang, Diyi Yang, Junjie Hu:
Empowering LLM-based Machine Translation with Cultural Awareness. CoRR abs/2305.14328 (2023) - [i82]William Held, Caleb Ziems, Diyi Yang:
TADA: Task-Agnostic Dialect Adapters for English. CoRR abs/2305.16651 (2023) - [i81]Ruibo Liu, Ruixin Yang, Chenyan Jia, Ge Zhang, Denny Zhou, Andrew M. Dai, Diyi Yang, Soroush Vosoughi:
Training Socially Aligned Language Models in Simulated Human Society. CoRR abs/2305.16960 (2023) - [i80]Caleb Ziems, Jane Dwivedi-Yu, Yi-Chia Wang, Alon Y. Halevy, Diyi Yang:
NormBank: A Knowledge Bank of Situational Social Norms. CoRR abs/2305.17008 (2023) - [i79]Janvijay Singh, Mukund Rungta, Diyi Yang, Saif M. Mohammad:
Forgotten Knowledge: Examining the Citational Amnesia in NLP. CoRR abs/2305.18554 (2023) - [i78]Omar Shaikh, Caleb Ziems, William Held, Aryan J. Pariani, Fred Morstatter, Diyi Yang:
Modeling Cross-Cultural Pragmatic Inference with Codenames Duet. CoRR abs/2306.02475 (2023) - [i77]Yanzhe Zhang, Ruiyi Zhang, Jiuxiang Gu, Yufan Zhou, Nedim Lipka, Diyi Yang, Tong Sun:
LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding. CoRR abs/2306.17107 (2023) - [i76]Hong Shen, Tianshi Li, Toby Jia-Jun Li, Joon Sung Park, Diyi Yang:
Shaping the Emerging Norms of Using Large Language Models in Social Computing Research. CoRR abs/2307.04280 (2023) - [i75]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:
Identifying and Mitigating the Security Risks of Generative AI. CoRR abs/2308.14840 (2023) - [i74]Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela:
Anchor Points: Benchmarking Models with Much Fewer Examples. CoRR abs/2309.08638 (2023) - [i73]Omar Shaikh, Valentino Chai, Michele J. Gelfand, Diyi Yang, Michael S. Bernstein:
Rehearsal: Simulating Conflict to Teach Conflict Resolution. CoRR abs/2309.12309 (2023) - [i72]Kaijie Zhu, Jiaao Chen, Jindong Wang, Neil Zhenqiang Gong, Diyi Yang, Xing Xie:
DyVal: Graph-informed Dynamic Evaluation of Large Language Models. CoRR abs/2309.17167 (2023) - [i71]Zijun Liu, Yanzhe Zhang, Peng Li, Yang Liu, Diyi Yang:
Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization. CoRR abs/2310.02170 (2023) - [i70]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:
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. CoRR abs/2310.02529 (2023) - [i69]Eric Zelikman, Wanjing Anya Ma, Jasmine E. Tran, Diyi Yang, Jason D. Yeatman, Nick Haber:
Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency. CoRR abs/2310.06837 (2023) - [i68]Kunal Handa, Margaret Clapper, Jessica Boyle, Rose E. Wang, Diyi Yang, David S. Yeager, Dorottya Demszky:
"Mistakes Help Us Grow": Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms. CoRR abs/2310.10637 (2023) - [i67]Myra Cheng, Tiziano Piccardi, Diyi Yang:
CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations. CoRR abs/2310.11501 (2023) - [i66]Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang:
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. CoRR abs/2310.15638 (2023) - [i65]Julia Kruk, Caleb Ziems, Diyi Yang:
Impressions: Understanding Visual Semiotics and Aesthetic Impact. CoRR abs/2310.17887 (2023) - [i64]Jiaao Chen, Diyi Yang:
Unlearn What You Want to Forget: Efficient Unlearning for LLMs. CoRR abs/2310.20150 (2023) - [i63]Zedian Xiao, William Held, Yanchen Liu, Diyi Yang:
Task-Agnostic Low-Rank Adapters for Unseen English Dialects. CoRR abs/2311.00915 (2023) - [i62]William Held, Camille Harris, Michael Best, Diyi Yang:
A Material Lens on Coloniality in NLP. CoRR abs/2311.08391 (2023) - [i61]Omar Shaikh, Kristina Gligoric, Ashna Khetan, Matthias Gerstgrasser, Diyi Yang, Dan Jurafsky:
Grounding or Guesswork? Large Language Models are Presumptive Grounders. CoRR abs/2311.09144 (2023) - [i60]Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, Diyi Yang:
From Scroll to Misbelief: Modeling the Unobservable Susceptibility to Misinformation on Social Media. CoRR abs/2311.09630 (2023) - [i59]Anna Fang, Wenjie Yang, Raj Sanjay Shah, Yash Mathur, Diyi Yang, Haiyi Zhu, Robert E. Kraut:
What Makes Digital Support Effective? How Therapeutic Skills Affect Clinical Well-Being. CoRR abs/2312.10775 (2023) - 2022
- [j10]Raj Sanjay Shah, Faye Holt, Shirley Anugrah Hayati, Aastha Agarwal, Yi-Chia Wang, Robert E. Kraut, Diyi Yang:
Modeling Motivational Interviewing Strategies on an Online Peer-to-Peer Counseling Platform. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-24 (2022) - [j9]Omar Shaikh, Cassandra Ung, Diyi Yang, Felipe A. Chacon:
Six Feet Apart: Online Payments During the COVID-19 Pandemic. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-33 (2022) - [j8]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:
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. Trans. Assoc. Comput. Linguistics 10: 1138-1158 (2022) - [c97]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:
A Search Engine for Discovery of Scientific Challenges and Directions. AAAI 2022: 11982-11990 - [c96]Diyi Yang, Ankur P. Parikh, Colin Raffel:
Learning with Limited Text Data. ACL (tutorial) 2022: 28-31 - [c95]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:
Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension. ACL (1) 2022: 447-460 - [c94]Ramit Sawhney, Megh Thakkar, Shrey Pandit, Ritesh Soun, Di Jin, Diyi Yang, Lucie Flek:
DMix: Adaptive Distance-aware Interpolative Mixup. ACL (2) 2022: 606-612 - [c93]Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang:
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition. ACL (Findings) 2022: 1947-1955 - [c92]Yanzhe Zhang, Xuezhi Wang, Diyi Yang:
Continual Sequence Generation with Adaptive Compositional Modules. ACL (1) 2022: 3653-3667 - [c91]Caleb Ziems, Minzhi Li, Anthony Zhang, Diyi Yang:
Inducing Positive Perspectives with Text Reframing. ACL (1) 2022: 3682-3700 - [c90]Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang:
VALUE: Understanding Dialect Disparity in NLU. ACL (1) 2022: 3701-3720 - [c89]Caleb Ziems, Jane A. Yu, Yi-Chia Wang, Alon Y. Halevy, Diyi Yang:
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems. ACL (1) 2022: 3755-3773 - [c88]Kexun Zhang, Jiaao Chen, Diyi Yang:
Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization. ACL (Findings) 2022: 4095-4106 - [c87]Jiao Sun, Tongshuang Wu, Yue Jiang, Ronil Awalegaonkar, Xi Victoria Lin, Diyi Yang:
Pretty Princess vs. Successful Leader: Gender Roles in Greeting Card Messages. CHI 2022: 398:1-398:15 - [c86]Yihe Liu, Anushk Mittal, Diyi Yang, Amy S. Bruckman:
Will AI Console Me when I Lose my Pet? Understanding Perceptions of AI-Mediated Email Writing. CHI 2022: 474:1-474:13 - [c85]Hui Chen, Wei Han, Diyi Yang, Soujanya Poria:
DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification. COLING 2022: 4622-4632 - [c84]Patsorn Sangkloy, Wittawat Jitkrittum, Diyi Yang, James Hays:
A Sketch is Worth a Thousand Words: Image Retrieval with Text and Sketch. ECCV (38) 2022: 251-267 - [c83]Mukund Rungta, Janvijay Singh, Saif M. Mohammad, Diyi Yang:
Geographic Citation Gaps in NLP Research. EMNLP 2022: 1371-1383 - [c82]Hongxin Zhang, Yanzhe Zhang, Ruiyi Zhang, Diyi Yang:
Robustness of Demonstration-based Learning Under Limited Data Scenario. EMNLP 2022: 1769-1782 - [c81]Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang:
When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain. EMNLP 2022: 2322-2335 - [c80]Camille Harris, Matan Halevy, Ayanna M. Howard, Amy S. Bruckman, Diyi Yang:
Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate Speech Classification. FAccT 2022: 789-798 - [c79]Kuan Wang, Yuyu Zhang, Diyi Yang, Le Song, Tao Qin:
GNN is a Counter? Revisiting GNN for Question Answering. ICLR 2022 - [c78]Jacob Beel, Tong Xiang, Sandeep Soni, Diyi Yang:
Linguistic Characterization of Divisive Topics Online: Case Studies on Contentiousness in Abortion, Climate Change, and Gun Control. ICWSM 2022: 32-42 - [c77]Wenjie Yang, Sitong Wang, Zhenhui Peng, Chuhan Shi, Xiaojuan Ma, Diyi Yang:
Know It to Defeat It: Exploring Health Rumor Characteristics and Debunking Efforts on Chinese Social Media during COVID-19 Crisis. ICWSM 2022: 1157-1168 - [c76]Dheeraj Rajagopal, Xuchao Zhang, Michael Gamon, Sujay Kumar Jauhar, Diyi Yang, Eduard H. Hovy:
One Document, Many Revisions: A Dataset for Classification and Description of Edit Intents. LREC 2022: 5517-5524 - [c75]Hanfei Sun, Ziyuan Cao, Diyi Yang:
SPORTSINTERVIEW: A Large-Scale Sports Interview Benchmark for Entity-centric Dialogues. LREC 2022: 5821-5828 - [c74]Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang:
SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models. NAACL-HLT (Findings) 2022: 49-60 - [c73]Jingfeng Yang, Le Zhang, Diyi Yang:
SUBS: Subtree Substitution for Compositional Semantic Parsing. NAACL-HLT 2022: 169-174 - [c72]Rohit Sridhar, Diyi Yang:
Explaining Toxic Text via Knowledge Enhanced Text Generation. NAACL-HLT 2022: 811-826 - [c71]Tianlu Wang, Rohit Sridhar, Diyi Yang, Xuezhi Wang:
Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models. NAACL-HLT (Findings) 2022: 1719-1729 - [c70]Xuezhi Wang, Haohan Wang, Diyi Yang:
Measure and Improve Robustness in NLP Models: A Survey. NAACL-HLT 2022: 4569-4586 - [c69]Le Zhang, Zichao Yang, Diyi Yang:
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding. NAACL-HLT 2022: 5243-5258 - [c68]Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang:
UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing. WWW (Companion Volume) 2022: 1176-1177 - [i58]Yanzhe Zhang, Xuezhi Wang, Diyi Yang:
Continual Sequence Generation with Adaptive Compositional Modules. CoRR abs/2203.10652 (2022) - [i57]Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang:
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition. CoRR abs/2203.10693 (2022) - [i56]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:
Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension. CoRR abs/2203.13947 (2022) - [i55]Caleb Ziems, Minzhi Li, Anthony Zhang, Diyi Yang:
Inducing Positive Perspectives with Text Reframing. CoRR abs/2204.02952 (2022) - [i54]Caleb Ziems, Jane A. Yu, Yi-Chia Wang, Alon Y. Halevy, Diyi Yang:
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems. CoRR abs/2204.03021 (2022) - [i53]Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang:
VALUE: Understanding Dialect Disparity in NLU. CoRR abs/2204.03031 (2022) - [i52]Omar Shaikh, Cassandra Ung, Diyi Yang, Felipe A. Chacon:
Six Feet Apart: Online Payments During the COVID-19 Pandemic. CoRR abs/2204.13895 (2022) - [i51]Jingfeng Yang, Le Zhang, Diyi Yang:
SUBS: Subtree Substitution for Compositional Semantic Parsing. CoRR abs/2205.01538 (2022) - [i50]Le Zhang, Zichao Yang, Diyi Yang:
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding. CoRR abs/2205.06153 (2022) - [i49]Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang:
SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models. CoRR abs/2205.07381 (2022) - [i48]Patsorn Sangkloy, Wittawat Jitkrittum, Diyi Yang, James Hays:
A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch. CoRR abs/2208.03354 (2022) - [i47]Hui Chen, Wei Han, Diyi Yang, Soujanya Poria:
DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification. CoRR abs/2209.05297 (2022) - [i46]William Held, Diyi Yang:
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers. CoRR abs/2210.05709 (2022) - [i45]Hongxin Zhang, Yanzhe Zhang, Ruiyi Zhang, Diyi Yang:
Robustness of Demonstration-based Learning Under Limited Data Scenario. CoRR abs/2210.10693 (2022) - [i44]Mukund Rungta, Janvijay Singh, Saif M. Mohammad, Diyi Yang:
Geographic Citation Gaps in NLP Research. CoRR abs/2210.14424 (2022) - [i43]Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang:
WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain. CoRR abs/2211.00083 (2022) - [i42]Raj Sanjay Shah, Faye Holt, Shirley Anugrah Hayati, Aastha Agarwal, Yi-Chia Wang, Robert E. Kraut, Diyi Yang:
Modeling Motivational Interviewing Strategies On An Online Peer-to-Peer Counseling Platform. CoRR abs/2211.05182 (2022) - [i41]James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle, Donghyun Kim, Rameswar Panda, David D. Cox, Diyi Yang, Zsolt Kira, Rogério Feris, Leonid Karlinsky:
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning. CoRR abs/2211.09790 (2022) - [i40]Caleb Ziems, William Held, Jingfeng Yang, Diyi Yang:
Multi-VALUE: A Framework for Cross-Dialectal English NLP. CoRR abs/2212.08011 (2022) - [i39]William Held, Christopher Hidey, Fei Liu, Eric Zhu, Rahul Goel, Diyi Yang, Rushin Shah:
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue. CoRR abs/2212.08054 (2022) - [i38]Omar Shaikh, Hongxin Zhang, William Held, Michael S. Bernstein, Diyi Yang:
On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning. CoRR abs/2212.08061 (2022) - [i37]Bolin Lai, Hongxin Zhang, Miao Liu, Aryan J. Pariani, Fiona Ryan, Wenqi Jia, Shirley Anugrah Hayati, James M. Rehg, Diyi Yang:
Werewolf Among Us: A Multimodal Dataset for Modeling Persuasion Behaviors in Social Deduction Games. CoRR abs/2212.08279 (2022) - [i36]Jiaao Chen, Mohan Dodda, Diyi Yang:
Human-in-the-loop Abstractive Dialogue Summarization. CoRR abs/2212.09750 (2022) - 2021
- [j7]Zheng Yao, Diyi Yang, John M. Levine, Carissa A. Low, Tenbroeck Smith, Haiyi Zhu, Robert E. Kraut:
Join, Stay or Go?: A Closer Look at Members' Life Cycles in Online Health Communities. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 171:1-171:22 (2021) - [j6]Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Duen Horng (Polo) Chau, Diyi Yang:
RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 181:1-181:26 (2021) - [j5]Shagun Jhaver, Christian Boylston, Diyi Yang, Amy S. Bruckman:
Evaluating the Effectiveness of Deplatforming as a Moderation Strategy on Twitter. Proc. ACM Hum. Comput. Interact. 5(CSCW2): 381:1-381:30 (2021) - [c67]Jiaao Chen, Diyi Yang:
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests. AAAI 2021: 12648-12656 - [c66]Aditya Gupta, Jiacheng Xu, Shyam Upadhyay, Diyi Yang, Manaal Faruqui:
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering. ACL/IJCNLP (Findings) 2021: 3309-3319 - [c65]Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang:
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability. ACL/IJCNLP (1) 2021: 4380-4390 - [c64]Bing He, Caleb Ziems, Sandeep Soni, Naren Ramakrishnan, Diyi Yang, Srijan Kumar:
Racism is a virus: anti-asian hate and counterspeech in social media during the COVID-19 crisis. ASONAM 2021: 90-94 - [c63]Yujia Gao, Jinu Jang, Diyi Yang:
Understanding the Usage of Online Media for Parenting from Infancy to Preschool At Scale. CHI 2021: 183:1-183:12 - [c62]Zhenhui Peng, Xiaojuan Ma, Diyi Yang, Ka Wing Tsang, Qingyu Guo:
Effects of Support-Seekers' Community Knowledge on Their Expressed Satisfaction with the Received Comments in Mental Health Communities. CHI 2021: 536:1-536:12 - [c61]Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau:
Evaluating Graph Vulnerability and Robustness using TIGER. CIKM 2021: 4495-4503 - [c60]Matan Halevy, Camille Harris, Amy S. Bruckman, Diyi Yang, Ayanna M. Howard:
Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble Framework. EAAMO 2021: 7:1-7:11 - [c59]Gengyu Wang, Xiaochen Hou, Diyi Yang, Kathleen R. McKeown, Jing Huang:
Semantic Categorization of Social Knowledge for Commonsense Question Answering. SustaiNLP@EMNLP 2021: 79-85 - [c58]Mai ElSherief, Caleb Ziems, David Muchlinski, Vaishnavi Anupindi, Jordyn Seybolt, Munmun De Choudhury, Diyi Yang:
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech. EMNLP (1) 2021: 345-363 - [c57]Caleb Ziems, Diyi Yang:
To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence. EMNLP (Findings) 2021: 957-976 - [c56]Yang Zhong, Jingfeng Yang, Wei Xu, Diyi Yang:
WIKIBIAS: Detecting Multi-Span Subjective Biases in Language. EMNLP (Findings) 2021: 1799-1814 - [c55]Jingfeng Yang, Federico Fancellu, Bonnie Webber, Diyi Yang:
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing. EMNLP (1) 2021: 5848-5856 - [c54]Jiaao Chen, Diyi Yang:
Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization. EMNLP (1) 2021: 6605-6616 - [c53]Ramit Sawhney, Megh Thakkar, Shivam Agarwal, Di Jin, Diyi Yang, Lucie Flek:
HypMix: Hyperbolic Interpolative Data Augmentation. EMNLP (1) 2021: 9858-9868 - [c52]Fengli Xu, Guozhen Zhang, Yuan Yuan, Hongjia Huang, Diyi Yang, Depeng Jin, Yong Li:
Understanding the Invitation Acceptance in Agent-initiated Social E-commerce. ICWSM 2021: 820-829 - [c51]Dirk Hovy, Diyi Yang:
The Importance of Modeling Social Factors of Language: Theory and Practice. NAACL-HLT 2021: 588-602 - [c50]Jiaao Chen, Diyi Yang:
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs. NAACL-HLT 2021: 1380-1391 - [c49]Yuwei Wu, Xuezhe Ma, Diyi Yang:
Personalized Response Generation via Generative Split Memory Network. NAACL-HLT 2021: 1956-1970 - [c48]Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang:
Continual Learning for Text Classification with Information Disentanglement Based Regularization. NAACL-HLT 2021: 2736-2746 - [c47]Diyi Yang, Lucie Flek:
Towards User-Centric Text-to-Text Generation: A Survey. TDS 2021: 3-22 - [i35]Jiaao Chen, Diyi Yang:
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests. CoRR abs/2101.06351 (2021) - [i34]Ian Stewart, Diyi Yang, Jacob Eisenstein:
Tuiteamos o pongamos un tuit? Investigating the Social Constraints of Loanword Integration in Spanish Social Media. CoRR abs/2101.06368 (2021) - [i33]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:
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics. CoRR abs/2102.01672 (2021) - [i32]Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Duen Horng Chau, Diyi Yang:
RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization. CoRR abs/2102.04427 (2021) - [i31]Zijie J. Wang, Dongjin Choi, Shenyu Xu, Diyi Yang:
Putting Humans in the Natural Language Processing Loop: A Survey. CoRR abs/2103.04044 (2021) - [i30]Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang:
Continual Learning for Text Classification with Information Disentanglement Based Regularization. CoRR abs/2104.05489 (2021) - [i29]Jiaao Chen, Diyi Yang:
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs. CoRR abs/2104.08400 (2021) - [i28]Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau:
Graph Vulnerability and Robustness: A Survey. CoRR abs/2105.00419 (2021) - [i27]Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang:
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization. CoRR abs/2106.00149 (2021) - [i26]Aditya Gupta, Jiacheng Xu, Shyam Upadhyay, Diyi Yang, Manaal Faruqui:
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering. CoRR abs/2106.04016 (2021) - [i25]Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang:
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP. CoRR abs/2106.07499 (2021) - [i24]Austin P. Wright, Caleb Ziems, Haekyu Park, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang, Maria Tomprou:
Quantifying the Impact of Human Capital, Job History, and Language Factors on Job Seniority with a Large-scale Analysis of Resumes. CoRR abs/2106.11846 (2021) - [i23]Jacob Beel, Tong Xiang, Sandeep Soni, Diyi Yang:
Linguistic Characterization of Divisive Topics Online: Case Studies on Contentiousness in Abortion, Climate Change, and Gun Control. CoRR abs/2108.13556 (2021) - [i22]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:
A Search Engine for Discovery of Biomedical Challenges and Directions. CoRR abs/2108.13751 (2021) - [i21]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:
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. CoRR abs/2109.00725 (2021) - [i20]Gengyu Wang, Xiaochen Hou, Diyi Yang, Kathleen R. McKeown, Jing Huang:
Semantic Categorization of Social Knowledge for Commonsense Question Answering. CoRR abs/2109.05168 (2021) - [i19]Mai ElSherief, Caleb Ziems, David Muchlinski, Vaishnavi Anupindi, Jordyn Seybolt, Munmun De Choudhury, Diyi Yang:
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech. CoRR abs/2109.05322 (2021) - [i18]Caleb Ziems, Diyi Yang:
To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence. CoRR abs/2109.05325 (2021) - [i17]Wenjie Yang, Sitong Wang, Zhenhui Peng, Chuhan Shi, Xiaojuan Ma, Diyi Yang:
Know it to Defeat it: Exploring Health Rumor Characteristics and Debunking Efforts on Chinese Social Media during COVID-19 Crisis. CoRR abs/2109.12372 (2021) - [i16]Matan Halevy, Camille Harris, Amy S. Bruckman, Diyi Yang, Ayanna M. Howard:
Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble Framework. CoRR abs/2109.13137 (2021) - [i15]Kuan Wang, Yuyu Zhang, Diyi Yang, Le Song, Tao Qin:
GNN is a Counter? Revisiting GNN for Question Answering. CoRR abs/2110.03192 (2021) - [i14]Tianlu Wang, Diyi Yang, Xuezhi Wang:
Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models. CoRR abs/2110.07736 (2021) - [i13]Xiaofei Sun, Diyi Yang, Xiaoya Li, Tianwei Zhang, Yuxian Meng, Han Qiu, Guoyin Wang, Eduard H. Hovy, Jiwei Li:
Interpreting Deep Learning Models in Natural Language Processing: A Review. CoRR abs/2110.10470 (2021) - [i12]Xuezhi Wang, Haohan Wang, Diyi Yang:
Measure and Improve Robustness in NLP Models: A Survey. CoRR abs/2112.08313 (2021) - [i11]Jiao Sun, Tongshuang Wu, Yue Jiang, Ronil Awalegaonkar, Xi Victoria Lin, Diyi Yang:
Pretty Princess vs. Successful Leader: Gender Roles in Greeting Card Messages. CoRR abs/2112.13980 (2021) - 2020
- [j4]Ang Li, Zheng Yao, Diyi Yang, Chinmay Kulkarni, Rosta Farzan, Robert E. Kraut:
Successful Online Socialization: Lessons from the Wikipedia Education Program. Proc. ACM Hum. Comput. Interact. 4(CSCW): 050:1-050:24 (2020) - [c46]Jiaao Chen, Yuwei Wu, Diyi Yang:
Semi-supervised Models via Data Augmentation for Classifying Interactive Affective Responses. AffCon@AAAI 2020: 151-160 - [c45]Reid Pryzant, Richard Diehl Martinez, Nathan Dass, Sadao Kurohashi, Dan Jurafsky, Diyi Yang:
Automatically Neutralizing Subjective Bias in Text. AAAI 2020: 480-489 - [c44]Jiaao Chen, Zichao Yang, Diyi Yang:
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification. ACL 2020: 2147-2157 - [c43]Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Diyi Yang, Duen Horng Chau:
RECAST: Interactive Auditing of Automatic Toxicity Detection Models. CCHI 2020: 80-82 - [c42]Joseph Seering, Jessica Hammer, Geoff Kaufman, Diyi Yang:
Proximate Social Factors in First-Time Contribution to Online Communities. CHI 2020: 1-14 - [c41]Ankur P. Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, Dipanjan Das:
ToTTo: A Controlled Table-To-Text Generation Dataset. EMNLP (1) 2020: 1173-1186 - [c40]Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang:
Local Additivity Based Data Augmentation for Semi-supervised NER. EMNLP (1) 2020: 1241-1251 - [c39]Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Polo Chau, Diyi Yang:
Examining the Ordering of Rhetorical Strategies in Persuasive Requests. EMNLP (Findings) 2020: 1299-1306 - [c38]Jingfeng Yang, Diyi Yang, Zhaoran Ma:
Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection. EMNLP (1) 2020: 1450-1460 - [c37]Kunal Chawla, Diyi Yang:
Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization. EMNLP (Findings) 2020: 2340-2354 - [c36]Jiaao Chen, Diyi Yang:
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization. EMNLP (1) 2020: 4106-4118 - [c35]Ian Stewart, Diyi Yang, Jacob Eisenstein:
Characterizing Collective Attention via Descriptor Context: A Case Study of Public Discussions of Crisis Events. ICWSM 2020: 650-660 - [i10]Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Diyi Yang, Duen Horng Chau:
RECAST: Interactive Auditing of Automatic Toxicity Detection Models. CoRR abs/2001.01819 (2020) - [i9]Jiaao Chen, Yuwei Wu, Diyi Yang:
Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses. CoRR abs/2004.10972 (2020) - [i8]Jiaao Chen, Zichao Yang, Diyi Yang:
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification. CoRR abs/2004.12239 (2020) - [i7]Ankur P. Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, Dipanjan Das:
ToTTo: A Controlled Table-To-Text Generation Dataset. CoRR abs/2004.14373 (2020) - [i6]Jiaao Chen, Diyi Yang:
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization. CoRR abs/2010.01672 (2020) - [i5]Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang:
Local Additivity Based Data Augmentation for Semi-supervised NER. CoRR abs/2010.01677 (2020) - [i4]Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang:
Examining the Ordering of Rhetorical Strategies in Persuasive Requests. CoRR abs/2010.04625 (2020) - [i3]Kunal Chawla, Diyi Yang:
Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization. CoRR abs/2010.05090 (2020)
2010 – 2019
- 2019
- [j3]Lu Sun, Robert E. Kraut, Diyi Yang:
Multi-level Modeling of Social Roles in Online Micro-lending Platforms. Proc. ACM Hum. Comput. Interact. 3(CSCW): 133:1-133:25 (2019) - [c34]Diyi Yang, Zheng Yao, Joseph Seering, Robert E. Kraut:
The Channel Matters: Self-disclosure, Reciprocity and Social Support in Online Cancer Support Groups. CHI 2019: 31 - [c33]Diyi Yang, Robert E. Kraut, Tenbroeck Smith, Elijah Mayfield, Dan Jurafsky:
Seekers, Providers, Welcomers, and Storytellers: Modeling Social Roles in Online Health Communities. CHI 2019: 344 - [c32]Diyi Yang, Jiaao Chen, Zichao Yang, Dan Jurafsky, Eduard H. Hovy:
Let's Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms. NAACL-HLT (1) 2019: 3620-3630 - [e1]Amittai Axelrod, Diyi Yang, Rossana Cunha, Samira Shaikh, Zeerak Waseem:
Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-42-0 [contents] - [i2]Ian Stewart, Diyi Yang, Jacob Eisenstein:
Characterizing Collective Attention via Descriptor Context in Public Discussions of Crisis Events. CoRR abs/1909.08784 (2019) - [i1]Reid Pryzant, Richard Diehl Martinez, Nathan Dass, Sadao Kurohashi, Dan Jurafsky, Diyi Yang:
Automatically Neutralizing Subjective Bias in Text. CoRR abs/1911.09709 (2019) - 2018
- [j2]Fengli Xu, Guozhen Zhang, Zhilong Chen, Jiaxin Huang, Yong Li, Diyi Yang, Ben Y. Zhao, Fanchao Meng:
Understanding Motivations behind Inaccurate Check-ins. Proc. ACM Hum. Comput. Interact. 2(CSCW): 188:1-188:22 (2018) - [c31]Diyi Yang, Scott Counts:
Understanding Self-Narration of Personally Experienced Racism on Reddit. ICWSM 2018: 704-707 - 2017
- [j1]Diyi Yang, Robert E. Kraut:
Persuading Teammates to Give: Systematic versus Heuristic Cues for Soliciting Loans. Proc. ACM Hum. Comput. Interact. 1(CSCW): 114:1-114:21 (2017) - [c30]Diyi Yang, Robert E. Kraut, John M. Levine:
Commitment of Newcomers and Old-timers to Online Health Support Communities. CHI 2017: 6363-6375 - [c29]Diyi Yang, Aaron Halfaker, Robert E. Kraut, Eduard H. Hovy:
Identifying Semantic Edit Intentions from Revisions in Wikipedia. EMNLP 2017: 2000-2010 - [c28]Diyi Yang, Zheng Yao, Robert E. Kraut:
Self-Disclosure and Channel Difference in Online Health Support Groups. ICWSM 2017: 704-707 - 2016
- [c27]Diyi Yang, Robert E. Kraut, Carolyn P. Rosé:
Exploring the Effect of Student Confusion in Massive Open Online Courses. EDM 2016: 8 - [c26]Diyi Yang, Aaron Halfaker, Robert E. Kraut, Eduard H. Hovy:
Who Did What: Editor Role Identification in Wikipedia. ICWSM 2016: 446-455 - [c25]Diyi Yang, Aaron Halfaker, Robert E. Kraut, Eduard H. Hovy:
Edit Categories and Editor Role Identification in Wikipedia. LREC 2016 - [c24]Zichao Yang, Diyi Yang, Chris Dyer, Xiaodong He, Alexander J. Smola, Eduard H. Hovy:
Hierarchical Attention Networks for Document Classification. HLT-NAACL 2016: 1480-1489 - 2015
- [c23]Diyi Yang, Miaomiao Wen, Carolyn P. Rosé:
Weakly Supervised Role Identification in Teamwork Interactions. ACL (1) 2015: 1671-1680 - [c22]Oliver Ferschke, Diyi Yang, Gaurav Tomar, Carolyn Penstein Rosé:
Positive Impact of Collaborative Chat Participation in an edX MOOC. AIED 2015: 115-124 - [c21]Iris K. Howley, Gaurav Tomar, Diyi Yang, Oliver Ferschke, Carolyn Penstein Rosé:
Alleviating the Negative Effect of Up and Downvoting on Help Seeking in MOOC Discussion Forums. AIED 2015: 629-632 - [c20]Miaomiao Wen, Diyi Yang, Carolyn Penstein Rosé:
Virtual Teams in Massive Open Online Courses. AIED 2015: 820-824 - [c19]Oliver Ferschke, Iris K. Howley, Gaurav Tomar, Diyi Yang, Yu Liu, Carolyn Penstein Rosé:
Fostering Discussion across Communication Media in Massive Open Online Courses. CSCL 2015 - [c18]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:
CSCL and Learning Analytics: Opportunities to Support Social Interaction, Self-Regulation and Socially Shared Regulation. CSCL 2015 - [c17]Xu Wang, Diyi Yang, Miaomiao Wen, Kenneth R. Koedinger, Carolyn P. Rosé:
Investigating How Student's Cognitive Behavior in MOOC Discussion Forum Affect Learning Gains. EDM 2015: 226-233 - [c16]Diyi Yang, Alon Lavie, Chris Dyer, Eduard H. Hovy:
Humor Recognition and Humor Anchor Extraction. EMNLP 2015: 2367-2376 - [c15]William Yang Wang, Diyi Yang:
That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve Tweets. EMNLP 2015: 2557-2563 - [c14]Diyi Yang, Miaomiao Wen, Iris K. Howley, Robert E. Kraut, Carolyn P. Rosé:
Exploring the Effect of Confusion in Discussion Forums of Massive Open Online Courses. L@S 2015: 121-130 - [c13]Pengtao Xie, Diyi Yang, Eric P. Xing:
Incorporating Word Correlation Knowledge into Topic Modeling. HLT-NAACL 2015: 725-734 - 2014
- [c12]Diyi Yang, Jingbo Shang, Carolyn Penstein Rosé:
Constrained Question Recommendation in MOOCs via Submodularity. CIKM 2014: 1987-1990 - [c11]Miaomiao Wen, Diyi Yang, Carolyn Penstein Rosé:
Sentiment Analysis in MOOC Discussion Forums: What does it tell us? EDM 2014: 130-137 - [c10]Diyi Yang, Mario Piergallini, Iris K. Howley, Carolyn Penstein Rosé:
Forum Thread Recommendation for Massive Open Online Courses. EDM 2014: 257-260 - [c9]Diyi Yang, Miaomiao Wen, Carolyn P. Rosé:
Peer Influence on Attrition in Massively Open Online Courses. EDM 2014: 405-406 - [c8]Miaomiao Wen, Diyi Yang, Carolyn Penstein Rosé:
Linguistic Reflections of Student Engagement in Massive Open Online Courses. ICWSM 2014 - [c7]Carolyn Penstein Rosé, Ryan Carlson, Diyi Yang, Miaomiao Wen, Lauren B. Resnick, Pam Goldman, Jennifer Sherer:
Social factors that contribute to attrition in MOOCs. L@S 2014: 197-198 - [c6]Diyi Yang, David Adamson, Carolyn Penstein Rosé:
Question recommendation with constraints for massive open online courses. RecSys 2014: 49-56 - 2013
- [c5]Haifeng Xu, Bin Gao, Diyi Yang, Tie-Yan Liu:
Predicting advertiser bidding behaviors in sponsored search by rationality modeling. WWW 2013: 1433-1444 - 2012
- [c4]Bing Cheng, Tianqi Chen, Diyi Yang, Weinan Zhang, Yongqiang Wang, Yong Yu:
Feature Based Informative Model for Discriminating Favorite Items from Unrated Ones. APWeb 2012: 146-157 - [c3]Diyi Yang, Tianqi Chen, Weinan Zhang, Qiuxia Lu, Yong Yu:
Local implicit feedback mining for music recommendation. RecSys 2012: 91-98 - [c2]Diyi Yang, Tianqi Chen, Weinan Zhang, Yong Yu:
Collaborative filtering with short term preferences mining. SIGIR 2012: 1043-1044 - [c1]Qiuxia Lu, Tianqi Chen, Weinan Zhang, Diyi Yang, Yong Yu:
Serendipitous Personalized Ranking for Top-N Recommendation. Web Intelligence 2012: 258-265
Coauthor Index
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Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-02-12 22:59 CET by the dblp team
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