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2020 – today
- 2024
[j18]Caleb Ziems, William Held, Omar Shaikh, Jiaao Chen, Zhehao Zhang, Diyi Yang:
Can Large Language Models Transform Computational Social Science? Comput. Linguistics 50(1): 237-291 (2024)- [j17]Wenjie Yang
, Anna Fang, Raj Sanjay Shah, Yash Mathur, Diyi Yang, Haiyi Zhu, Robert E. Kraut:
What Makes Digital Support Effective? How Therapeutic Skills Affect Clinical Well-Being. Proc. ACM Hum. Comput. Interact. 8(CSCW1): 1-29 (2024) - [j16]Rijul Magu, Nivedhitha Mathan Kumar, Yihe Liu, Xander Koo, Diyi Yang, Amy S. Bruckman:
Understanding Online Discussion Across Difference: Insights from Gun Discourse on Reddit. Proc. ACM Hum. Comput. Interact. 8(CSCW2): 1-28 (2024) - [c159]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. AAAI 2024: 23811-23813 - [c158]Diyi Yang:
Human-AI Interaction in the Age of Large Language Models. AAAI Spring Symposia 2024: 66-67 - [c157]Weicheng Ma, Chunyuan Deng, Aram Moossavi, Lili Wang, Soroush Vosoughi, Diyi Yang:
Simulated Misinformation Susceptibility (SMISTS): Enhancing Misinformation Research with Large Language Model Simulations. ACL (Findings) 2024: 2774-2788 - [c156]Minzhi Li, Weiyan Shi, Caleb Ziems, Diyi Yang:
Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future. ACL (Findings) 2024: 2789-2805 - [c155]Faye Holt, William Held, Diyi Yang:
Perceptions of Language Technology Failures from South Asian English Speakers. ACL (Findings) 2024: 4067-4081 - [c154]Alicja Chaszczewicz, Raj Sanjay Shah, Ryan Louie, Bruce A Arnow, Robert E. Kraut, Diyi Yang:
Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors. ACL (1) 2024: 4130-4161 - [c153]Julia Kruk, Michela Marchini, Rijul Magu, Caleb Ziems, David Muchlinski, Diyi Yang:
Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles. ACL (1) 2024: 12493-12509 - [c152]Caleb Ziems, William Held, Jane Dwivedi-Yu, Diyi Yang:
Measuring and Addressing Indexical Bias in Information Retrieval. ACL (Findings) 2024: 12860-12877 - [c151]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. ACL (1) 2024: 14322-14350 - [c150]Michael J. Ryan, William Held, Diyi Yang:
Unintended Impacts of LLM Alignment on Global Representation. ACL (1) 2024: 16121-16140 - [c149]Omar Shaikh, Valentino Emil Chai, Michele Gelfand, Diyi Yang, Michael S. Bernstein:
Rehearsal: Simulating Conflict to Teach Conflict Resolution. CHI 2024: 920:1-920:20 - [c148]Yanzhe Zhang, Lu Jiang, Greg Turk, Diyi Yang:
Auditing Gender Presentation Differences in Text-to-Image Models. EAAMO 2024: 12:1-12:10 - [c147]Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela:
Anchor Points: Benchmarking Models with Much Fewer Examples. EACL (1) 2024: 1576-1601 - [c146]Weiyan Shi, Ryan Li, Yutong Zhang, Caleb Ziems, Sunny Yu, Raya Horesh, Rogério de Paula, Diyi Yang:
CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies. EMNLP (Findings) 2024: 4996-5025 - [c145]Ryan Louie, Ananjan Nandi, William Fang, Cheng Chang, Emma Brunskill, Diyi Yang:
Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles. EMNLP 2024: 10570-10603 - [c144]Jing Huang, Diyi Yang, Christopher Potts:
Demystifying Verbatim Memorization in Large Language Models. EMNLP 2024: 10711-10732 - [c143]Binwei Yao, Ming Jiang, Tara Bobinac, Diyi Yang, Junjie Hu:
Benchmarking Machine Translation with Cultural Awareness. EMNLP (Findings) 2024: 13078-13096 - [c142]Camille Harris, Chijioke Mgbahurike, Neha Kumar, Diyi Yang:
Modeling Gender and Dialect Bias in Automatic Speech Recognition. EMNLP (Findings) 2024: 15166-15184 - [c141]Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, Diyi Yang:
Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach. EMNLP 2024: 15178-15194 - [c140]Jared Moore, Tanvi Deshpande, Diyi Yang:
Are Large Language Models Consistent over Value-laden Questions? EMNLP (Findings) 2024: 15185-15221 - [c139]Ruibo Liu, Ruixin Yang, Chenyan Jia, Ge Zhang, Diyi Yang, Soroush Vosoughi:
Training Socially Aligned Language Models on Simulated Social Interactions. ICLR 2024 - [c138]Kaijie Zhu, Jiaao Chen, Jindong Wang, Neil Zhenqiang Gong, Diyi Yang, Xing Xie:
DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks. ICLR 2024 - [c137]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:
Position: A Safe Harbor for AI Evaluation and Red Teaming. ICML 2024 - [c136]Yujia Gao, Wenna Qin, Aniruddha Murali, Christopher Eckart, Xuhui Zhou, Jacob Beel, Yi-Chia Wang, Diyi Yang:
A Crisis of Civility? Modeling Incivility and Its Effects in Political Discourse Online. ICWSM 2024: 408-421 - [c135]Omar Shaikh, Kristina Gligoric, Ashna Khetan, Matthias Gerstgrasser, Diyi Yang, Dan Jurafsky:
Grounding Gaps in Language Model Generations. NAACL-HLT 2024: 6279-6296 - [c134]Anisha Pal, Julia Kruk, Mansi Phute, Manognya Bhattaram, Diyi Yang, Duen Horng Chau, Judy Hoffman:
Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors. NeurIPS 2024 - [c133]Yijia Shao, Tianshi Li, Weiyan Shi, Yanchen Liu, Diyi Yang:
PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action. NeurIPS 2024 - [c132]Zhehao Zhang, Jiaao Chen, Diyi Yang:
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph. NeurIPS 2024 - [i129]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) - [i128]Michael J. Ryan, William Held, Diyi Yang:
Unintended Impacts of LLM Alignment on Global Representation. CoRR abs/2402.15018 (2024) - [i127]Chenglei Si, Yanzhe Zhang, Zhengyuan Yang, Ruibo Liu, Diyi Yang:
Design2Code: How Far Are We From Automating Front-End Engineering? CoRR abs/2403.03163 (2024) - [i126]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:
A Safe Harbor for AI Evaluation and Red Teaming. CoRR abs/2403.04893 (2024) - [i125]Minzhi Li, Weiyan Shi, Caleb Ziems, Diyi Yang:
Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future. CoRR abs/2403.14659 (2024) - [i124]Alicja Chaszczewicz, Raj Sanjay Shah, Ryan Louie, Bruce A Arnow, Robert E. Kraut, Diyi Yang:
Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors. CoRR abs/2403.15482 (2024) - [i123]Weixin Liang, Yaohui Zhang, Zhengxuan Wu, Haley Lepp, Wenlong Ji, Xuandong Zhao, Hancheng Cao, Sheng Liu, Siyu He, Zhi Huang, Diyi Yang, Christopher Potts, Christopher D. Manning, James Y. Zou:
Mapping the Increasing Use of LLMs in Scientific Papers. CoRR abs/2404.01268 (2024) - [i122]Matthias Gerstgrasser, Rylan Schaeffer, Apratim Dey, Rafael Rafailov, Henry Sleight, John Hughes, Tomasz Korbak, Rajashree Agrawal, Dhruv Pai, Andrey Gromov, Daniel A. Roberts, Diyi Yang, David L. Donoho, Sanmi Koyejo:
Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Real and Synthetic Data. CoRR abs/2404.01413 (2024) - [i121]Diyi Yang, Caleb Ziems, William Held, Omar Shaikh, Michael S. Bernstein, John C. Mitchell:
Social Skill Training with Large Language Models. CoRR abs/2404.04204 (2024) - [i120]Ruibo Liu, Jerry Wei, Fangyu Liu, Chenglei Si, Yanzhe Zhang, Jinmeng Rao, Steven Zheng, Daiyi Peng, Diyi Yang, Denny Zhou, Andrew M. Dai:
Best Practices and Lessons Learned on Synthetic Data for Language Models. CoRR abs/2404.07503 (2024) - [i119]Weiyan Shi, Ryan Li, Yutong Zhang, Caleb Ziems, Chunhua yu, Raya Horesh, Rogério Abreu de Paula, Diyi Yang:
CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies. CoRR abs/2404.15238 (2024) - [i118]Diyi Yang, Dirk Hovy, David Jurgens, Barbara Plank:
The Call for Socially Aware Language Technologies. CoRR abs/2405.02411 (2024) - [i117]Omar Shaikh, Michelle S. Lam, Joey Hejna, Yijia Shao, Michael S. Bernstein, Diyi Yang:
Show, Don't Tell: Aligning Language Models with Demonstrated Feedback. CoRR abs/2406.00888 (2024) - [i116]Caleb Ziems, William Held, Jane Dwivedi-Yu, Diyi Yang:
Measuring and Addressing Indexical Bias in Information Retrieval. CoRR abs/2406.04298 (2024) - [i115]Julia Kruk, Michela Marchini, Rijul Magu, Caleb Ziems, David Muchlinski, Diyi Yang:
Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles. CoRR abs/2406.06840 (2024) - [i114]Hua Shen, Tiffany Knearem, Reshmi Ghosh, Kenan Alkiek, Kundan Krishna, Yachuan Liu, Ziqiao Ma, Savvas Petridis, Yi-Hao Peng, Li Qiwei, Sushrita Rakshit, Chenglei Si, Yutong Xie, Jeffrey P. Bigham, Frank Bentley, Joyce Chai, Zachary C. Lipton, Qiaozhu Mei, Rada Mihalcea, Michael Terry, Diyi Yang, Meredith Ringel Morris, Paul Resnick, David Jurgens:
Towards Bidirectional Human-AI Alignment: A Systematic Review for Clarifications, Framework, and Future Directions. CoRR abs/2406.09264 (2024) - [i113]Zhehao Zhang, Jiaao Chen, Diyi Yang:
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph. CoRR abs/2406.17271 (2024) - [i112]Ryan Louie, Ananjan Nandi, William Fang, Cheng Chang, Emma Brunskill, Diyi Yang:
Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles. CoRR abs/2407.00870 (2024) - [i111]Jared Moore, Tanvi Deshpande, Diyi Yang:
Are Large Language Models Consistent over Value-laden Questions? CoRR abs/2407.02996 (2024) - [i110]Jing Huang, Diyi Yang, Christopher Potts:
Demystifying Verbatim Memorization in Large Language Models. CoRR abs/2407.17817 (2024) - [i109]Yijia Shao, Tianshi Li, Weiyan Shi, Yanchen Liu, Diyi Yang:
PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action. CoRR abs/2409.00138 (2024) - [i108]Rijul Magu, Nivedhitha Mathan Kumar, Yihe Liu, Xander Koo, Diyi Yang, Amy S. Bruckman:
Understanding Online Discussion Across Difference: Insights from Gun Discourse on Reddit. CoRR abs/2409.03989 (2024) - [i107]Chenglei Si, Diyi Yang, Tatsunori Hashimoto:
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers. CoRR abs/2409.04109 (2024) - [i106]Sangmin Lee, Minzhi Li, Bolin Lai, Wenqi Jia, Fiona Ryan, Xu Cao, Ozgur Kara, Bikram Boote, Weiyan Shi, Diyi Yang, James M. Rehg:
Towards Social AI: A Survey on Understanding Social Interactions. CoRR abs/2409.15316 (2024) - [i105]Kayode Oladeji, Tony Wang, Diyi Yang, Amy S. Bruckman:
Understanding #vent Channels on Discord. CoRR abs/2409.19166 (2024) - [i104]William Held, Ella Li, Michael J. Ryan, Weiyan Shi, Yanzhe Zhang, Diyi Yang:
Distilling an End-to-End Voice Assistant Without Instruction Training Data. CoRR abs/2410.02678 (2024) - [i103]John Yang, Carlos E. Jimenez, Alex L. Zhang, Kilian Lieret, Joyce Yang, Xindi Wu, Ori Press, Niklas Muennighoff, Gabriel Synnaeve, Karthik R. Narasimhan, Diyi Yang, Sida I. Wang, Ofir Press:
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? CoRR abs/2410.03859 (2024) - [i102]Ryan Li, Yanzhe Zhang, Diyi Yang:
Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design Prototyping. CoRR abs/2410.16232 (2024) - [i101]Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang:
Personalization of Large Language Models: A Survey. CoRR abs/2411.00027 (2024) - [i100]Yanzhe Zhang, Tao Yu, Diyi Yang:
Attacking Vision-Language Computer Agents via Pop-ups. CoRR abs/2411.02391 (2024) - [i99]Anisha Pal, Julia Kruk, Mansi Phute, Manognya Bhattaram, Diyi Yang, Duen Horng Chau, Judy Hoffman:
Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors. CoRR abs/2411.07472 (2024) - [i98]Yijia Shao, Vinay Samuel, Yucheng Jiang, John Yang, Diyi Yang:
Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration. CoRR abs/2412.15701 (2024) - [i97]Jiaao Chen, Diyi Yang:
Dynamic Skill Adaptation for Large Language Models. CoRR abs/2412.19361 (2024) - [i96]Binwei Yao, Zefan Cai, Yun-Shiuan Chuang, Shanglin Yang, Ming Jiang, Diyi Yang, Junjie Hu:
No Preference Left Behind: Group Distributional Preference Optimization. CoRR abs/2412.20299 (2024) - 2023
- [j15]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) - [j14]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) - [j13]Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang:
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP. Trans. Assoc. Comput. Linguistics 11: 191-211 (2023) - [j12]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) - [j11]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (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]