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2020 – today
- 2023
[i36]Shayne Longpre, Le Hou, Tu Vu, Albert Webson, Hyung Won Chung, Yi Tay, Denny Zhou, Quoc V. Le, Barret Zoph, Jason Wei, Adam Roberts:
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning. CoRR abs/2301.13688 (2023)- [i35]Jerry W. Wei, Jason Wei, Yi Tay, Dustin Tran, Albert Webson, Yifeng Lu, Xinyun Chen, Hanxiao Liu, Da Huang, Denny Zhou, Tengyu Ma:
Larger language models do in-context learning differently. CoRR abs/2303.03846 (2023) - [i34]Sherry Yang, Ofir Nachum, Yilun Du, Jason Wei, Pieter Abbeel, Dale Schuurmans:
Foundation Models for Decision Making: Problems, Methods, and Opportunities. CoRR abs/2303.04129 (2023) - 2022
- [j10]Ruibo Liu
, Chenyan Jia, Jason Wei, Guangxuan Xu, Soroush Vosoughi:
Quantifying and alleviating political bias in language models. Artif. Intell. 304: 103654 (2022) - [c20]Emily Reif, Daphne Ippolito, Ann Yuan, Andy Coenen, Chris Callison-Burch, Jason Wei:
A Recipe for Arbitrary Text Style Transfer with Large Language Models. ACL (2) 2022: 837-848 - [c19]Jerry W. Wei, Lorenzo Torresani, Jason Wei, Saeed Hassanpour:
Calibrating Histopathology Image Classifiers Using Label Smoothing. AIME 2022: 273-282 - [c18]Thibault Sellam, Steve Yadlowsky, Ian Tenney, Jason Wei, Naomi Saphra, Alexander D'Amour, Tal Linzen, Jasmijn Bastings, Iulia Raluca Turc, Jacob Eisenstein, Dipanjan Das, Ellie Pavlick:
The MultiBERTs: BERT Reproductions for Robustness Analysis. ICLR 2022 - [c17]Jason Wei, Maarten Bosma, Vincent Y. Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M. Dai, Quoc V. Le:
Finetuned Language Models are Zero-Shot Learners. ICLR 2022 - [i33]Jerry W. Wei, Lorenzo Torresani, Jason Wei, Saeed Hassanpour:
Calibrating Histopathology Image Classifiers using Label Smoothing. CoRR abs/2201.11866 (2022) - [i32]Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Ed H. Chi, Quoc Le, Denny Zhou:
Chain of Thought Prompting Elicits Reasoning in Large Language Models. CoRR abs/2201.11903 (2022) - [i31]Xuezhi Wang, Jason Wei, Dale Schuurmans, Quoc V. Le, Ed H. Chi, Denny Zhou:
Self-Consistency Improves Chain of Thought Reasoning in Language Models. CoRR abs/2203.11171 (2022) - [i30]Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel:
PaLM: Scaling Language Modeling with Pathways. CoRR abs/2204.02311 (2022) - [i29]Denny Zhou, Nathanael Schärli, Le Hou, Jason Wei, Nathan Scales, Xuezhi Wang, Dale Schuurmans, Olivier Bousquet, Quoc Le, Ed H. Chi:
Least-to-Most Prompting Enables Complex Reasoning in Large Language Models. CoRR abs/2205.10625 (2022) - [i28]Jason Wei, Yi Tay, Rishi Bommasani, Colin Raffel, Barret Zoph, Sebastian Borgeaud, Dani Yogatama, Maarten Bosma, Denny Zhou, Donald Metzler, Ed H. Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, William Fedus:
Emergent Abilities of Large Language Models. CoRR abs/2206.07682 (2022) - [i27]Xuezhi Wang, Jason Wei, Dale Schuurmans, Quoc V. Le, Ed H. Chi, Denny Zhou:
Rationale-Augmented Ensembles in Language Models. CoRR abs/2207.00747 (2022) - [i26]Freda Shi, Mirac Suzgun, Markus Freitag, Xuezhi Wang, Suraj Srivats, Soroush Vosoughi, Hyung Won Chung, Yi Tay, Sebastian Ruder, Denny Zhou, Dipanjan Das, Jason Wei:
Language Models are Multilingual Chain-of-Thought Reasoners. CoRR abs/2210.03057 (2022) - [i25]Ruibo Liu, Jason Wei, Shixiang Shane Gu, Te-Yen Wu, Soroush Vosoughi, Claire Cui, Denny Zhou, Andrew M. Dai:
Mind's Eye: Grounded Language Model Reasoning through Simulation. CoRR abs/2210.05359 (2022) - [i24]Mirac Suzgun, Nathan Scales, Nathanael Schärli, Sebastian Gehrmann, Yi Tay, Hyung Won Chung, Aakanksha Chowdhery, Quoc V. Le, Ed H. Chi, Denny Zhou, Jason Wei:
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them. CoRR abs/2210.09261 (2022) - [i23]Yi Tay, Jason Wei, Hyung Won Chung, Vinh Q. Tran, David R. So, Siamak Shakeri, Xavier Garcia, Huaixiu Steven Zheng, Jinfeng Rao, Aakanksha Chowdhery, Denny Zhou, Donald Metzler, Slav Petrov, Neil Houlsby, Quoc V. Le, Mostafa Dehghani:
Transcending Scaling Laws with 0.1% Extra Compute. CoRR abs/2210.11399 (2022) - [i22]Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Y. Zhao, Yanping Huang, Andrew M. Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei:
Scaling Instruction-Finetuned Language Models. CoRR abs/2210.11416 (2022) - [i21]Jason Wei, Yi Tay, Quoc V. Le:
Inverse scaling can become U-shaped. CoRR abs/2211.02011 (2022) - [i20]Karan Singhal, Shekoofeh Azizi, Tao Tu, S. Sara Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, Ajay Kumar Tanwani, Heather Cole-Lewis, Stephen Pfohl, Perry Payne, Martin Seneviratne, Paul Gamble, Chris Kelly, Nathaneal Schärli, Aakanksha Chowdhery, Philip Andrew Mansfield, Blaise Agüera y Arcas, Dale R. Webster, Gregory S. Corrado, Yossi Matias, Katherine Chou, Juraj Gottweis, Nenad Tomasev, Yun Liu, Alvin Rajkomar, Joelle K. Barral, Christopher Semturs, Alan Karthikesalingam, Vivek Natarajan:
Large Language Models Encode Clinical Knowledge. CoRR abs/2212.13138 (2022) - 2021
- [c16]Ruibo Liu, Chenyan Jia, Jason Wei, Guangxuan Xu, Lili Wang, Soroush Vosoughi:
Mitigating Political Bias in Language Models through Reinforced Calibration. AAAI 2021: 14857-14866 - [c15]Steven Y. Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, Eduard H. Hovy:
A Survey of Data Augmentation Approaches for NLP. ACL/IJCNLP (Findings) 2021: 968-988 - [c14]Ruibo Liu, Jason Wei, Chenyan Jia, Soroush Vosoughi:
Modulating Language Models with Emotions. ACL/IJCNLP (Findings) 2021: 4332-4339 - [c13]Jason Wei, Clara Meister, Ryan Cotterell:
A Cognitive Regularizer for Language Modeling. ACL/IJCNLP (1) 2021: 5191-5202 - [c12]Ruibo Liu, Jason Wei, Soroush Vosoughi:
Language Model Augmented Relevance Score. ACL/IJCNLP (1) 2021: 6677-6690 - [c11]Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour:
A Petri Dish for Histopathology Image Analysis. AIME 2021: 11-24 - [c10]Jason Wei, Chengyu Huang, Shiqi Xu, Soroush Vosoughi:
Text Augmentation in a Multi-Task View. EACL 2021: 2888-2894 - [c9]Jason Wei, Dan Garrette, Tal Linzen, Ellie Pavlick:
Frequency Effects on Syntactic Rule Learning in Transformers. EMNLP (1) 2021: 932-948 - [c8]Jason Wei:
Good-Enough Example Extrapolation. EMNLP (1) 2021: 5923-5929 - [c7]Jason Wei, Kelly Finn, Emma Templeton, Thalia Wheatley, Soroush Vosoughi:
Linguistic Complexity Loss in Text-Based Therapy. NAACL-HLT 2021: 4450-4459 - [c6]Jason Wei, Chengyu Huang, Soroush Vosoughi, Yu Cheng, Shiqi Xu:
Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning. NAACL-HLT 2021: 5493-5500 - [c5]Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Mustafa Nasir-Moin, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour:
Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification. WACV 2021: 2472-2482 - [i19]Jason Wei, Chengyu Huang, Shiqi Xu, Soroush Vosoughi:
Text Augmentation in a Multi-Task View. CoRR abs/2101.05469 (2021) - [i18]Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour:
A Petri Dish for Histopathology Image Analysis. CoRR abs/2101.12355 (2021) - [i17]Jason Wei, Chengyu Huang, Soroush Vosoughi, Yu Cheng, Shiqi Xu:
Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning. CoRR abs/2103.07552 (2021) - [i16]Ruibo Liu, Chenyan Jia, Jason Wei, Guangxuan Xu, Lili Wang, Soroush Vosoughi:
Mitigating Political Bias in Language Models Through Reinforced Calibration. CoRR abs/2104.14795 (2021) - [i15]Steven Y. Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, Eduard H. Hovy:
A Survey of Data Augmentation Approaches for NLP. CoRR abs/2105.03075 (2021) - [i14]Jason Wei, Clara Meister, Ryan Cotterell:
A Cognitive Regularizer for Language Modeling. CoRR abs/2105.07144 (2021) - [i13]Thibault Sellam, Steve Yadlowsky, Jason Wei, Naomi Saphra, Alexander D'Amour, Tal Linzen, Jasmijn Bastings, Iulia Turc, Jacob Eisenstein, Dipanjan Das, Ian Tenney, Ellie Pavlick:
The MultiBERTs: BERT Reproductions for Robustness Analysis. CoRR abs/2106.16163 (2021) - [i12]Ruibo Liu, Jason Wei, Chenyan Jia, Soroush Vosoughi:
Modulating Language Models with Emotions. CoRR abs/2108.07886 (2021) - [i11]Ruibo Liu, Jason Wei, Soroush Vosoughi:
Language Model Augmented Relevance Score. CoRR abs/2108.08485 (2021) - [i10]Jason Wei, Maarten Bosma, Vincent Y. Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M. Dai, Quoc V. Le:
Finetuned Language Models Are Zero-Shot Learners. CoRR abs/2109.01652 (2021) - [i9]Emily Reif, Daphne Ippolito, Ann Yuan, Andy Coenen, Chris Callison-Burch, Jason Wei:
A Recipe For Arbitrary Text Style Transfer with Large Language Models. CoRR abs/2109.03910 (2021) - [i8]Jason Wei:
Good-Enough Example Extrapolation. CoRR abs/2109.05602 (2021) - [i7]Jason Wei, Dan Garrette, Tal Linzen, Ellie Pavlick:
Frequency Effects on Syntactic Rule Learning in Transformers. CoRR abs/2109.07020 (2021) - 2020
- [c4]Lili Wang, Chongyang Gao, Jason Wei, Weicheng Ma, Ruibo Liu, Soroush Vosoughi:
An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data. W-NUT@EMNLP 2020: 209-214 - [c3]Jerry W. Wei, Arief A. Suriawinata, Xiaoying Liu, Bing Ren, Mustafa Nasir-Moin, Naofumi Tomita, Jason Wei, Saeed Hassanpour:
Difficulty Translation in Histopathology Images. AIME 2020: 238-248 - [c2]Jason Wei, Eugene Santos Jr.:
Narrative Origin Classification of Israeli-Palestinian Conflict Texts. FLAIRS 2020: 258-263 - [i6]Jerry W. Wei, Arief A. Suriawinata, Xiaoying Liu, Bing Ren, Mustafa Nasir-Moin, Naofumi Tomita, Jason Wei, Saeed Hassanpour:
Difficulty Translation in Histopathology Images. CoRR abs/2004.12535 (2020) - [i5]Jerry W. Wei, Chengyu Huang, Soroush Vosoughi, Jason Wei:
What Are People Asking About COVID-19? A Question Classification Dataset. CoRR abs/2005.12522 (2020) - [i4]Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Mustafa Nasir-Moin, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour:
Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification. CoRR abs/2009.13698 (2020) - [i3]Lili Wang, Chongyang Gao, Jason Wei, Weicheng Ma, Ruibo Liu, Soroush Vosoughi:
An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data. CoRR abs/2012.03468 (2020)
2010 – 2019
- 2019
- [c1]Jerry W. Wei, Arief A. Suriawinata, Louis J. Vaickus, Bing Ren, Xiaoying Liu, Jason Wei, Saeed Hassanpour:
Generative Image Translation for Data Augmentation in Colorectal Histopathology Images. ML4H@NeurIPS 2019: 10-24 - [i2]Jerry W. Wei, Arief A. Suriawinata, Louis J. Vaickus, Bing Ren, Xiaoying Liu, Jason Wei, Saeed Hassanpour:
Generative Image Translation for Data Augmentation in Colorectal Histopathology Images. CoRR abs/1910.05827 (2019) - 2018
- [i1]Naofumi Tomita, Behnaz Abdollahi, Jason Wei, Bing Ren, Arief A. Suriawinata, Saeed Hassanpour:
Finding a Needle in the Haystack: Attention-Based Classification of High Resolution Microscopy Images. CoRR abs/1811.08513 (2018) - 2015
- [j9]Mohammad Hekmat, Farshid Aryanfar, Jason Wei, Vijay P. Gadde, Reza Navid:
A 25 GHz Fast-Lock Digital LC PLL With Multiphase Output Using a Magnetically-Coupled Loop of Oscillators. IEEE J. Solid State Circuits 50(2): 490-502 (2015) - 2014
- [j8]Masum Hossain, Farrukh Aquil, Pak Shing Chau, Brian Tsang, Phuong Le, Jason Wei, Teva Stone, Barry Daly, Chanh Tran, John C. Eble, Kurt Knorpp, Jared Zerbe:
A Fast-Lock, Jitter Filtering All-Digital DLL Based Burst-Mode Memory Interface. IEEE J. Solid State Circuits 49(4): 1048-1062 (2014) - 2012
- [j7]Amir Amirkhany, Jason Wei, Navin K. Mishra, Jie Shen, Wendemagegnehu T. Beyene, Catherine Chen, T. J. Chin, Deborah Dressler, Charlie Huang, Vijay P. Gadde, Mohammad Hekmat, Kambiz Kaviani, Hai Lan, Phuong Le, Mahabaleshwara, Chris J. Madden, Sanku Mukherjee, Leneesh Raghavan, Keisuke Saito, Dave Secker, Arul Sendhil, Ralf Schmitt, H. Md. Shuaeb Fazeel, Gundlapalli Shanmukha Srinivas, Ting Wu, Chanh Tran, Arun Vaidyanath, Kapil Vyas, Ling Yang, Manish Jain, Kun-Yung Ken Chang, Xingchao Yuan:
A 12.8-Gb/s/link Tri-Modal Single-Ended Memory Interface. IEEE J. Solid State Circuits 47(4): 911-925 (2012) - [j6]Kambiz Kaviani, Ting Wu, Jason Wei, Amir Amirkhany, Jie Shen, T. J. Chin, Chintan Thakkar, Wendemagegnehu T. Beyene, Norman Chan, Catherine Chen, Bing Ren Chuang, Deborah Dressler, Vijay P. Gadde, Mohammad Hekmat, Eugene Ho, Charlie Huang, Phuong Le, Mahabaleshwara, Chris J. Madden, Navin K. Mishra, Leneesh Raghavan, Keisuke Saito, Ralf Schmitt, Dave Secker, Xudong Shi, H. Md. Shuaeb Fazeel, Gundlapalli Shanmukha Srinivas, Steve Zhang, Chanh Tran, Arun Vaidyanath, Kapil Vyas, Manish Jain, Kun-Yung Ken Chang, Xingchao Yuan:
A Tri-Modal 20-Gbps/Link Differential/DDR3/GDDR5 Memory Interface. IEEE J. Solid State Circuits 47(4): 926-937 (2012)
2000 – 2009
- 2005
- [j5]Vladimir Stojanovic, Andrew Ho, Bruno W. Garlepp, Fred Chen, Jason Wei, Grace Tsang, Elad Alon, Ravi T. Kollipara, Carl W. Werner, Jared L. Zerbe, Mark A. Horowitz:
Autonomous dual-mode (PAM2/4) serial link transceiver with adaptive equalization and data recovery. IEEE J. Solid State Circuits 40(4): 1012-1026 (2005) - 2003
- [j4]Kun-Yung Ken Chang, Jason Wei, Charlie Huang, Simon Li, Kevin S. Donnelly, Mark Horowitz, Yingxuan Li, Stefanos Sidiropoulos:
A 0.4-4-Gb/s CMOS quad transceiver cell using on-chip regulated dual-loop PLLs. IEEE J. Solid State Circuits 38(5): 747-754 (2003) - [j3]Jared L. Zerbe, Carl W. Werner, Vladimir Stojanovic, Fred Chen, Jason Wei, Grace Tsang, Dennis Kim, William F. Stonecypher, Andrew Ho, Timothy P. Thrush, Ravi T. Kollipara, Mark A. Horowitz, Kevin S. Donnelly:
Equalization and clock recovery for a 2.5-10-Gb/s 2-PAM/4-PAM backplane transceiver cell. IEEE J. Solid State Circuits 38(12): 2121-2130 (2003)
1990 – 1999
- 1998
- [j2]Benedict Lau, Yiu-Fai Chan, Alfredo Moncayo, John Ho, Mike Allen, Joe Salmon, Jonathan Liu, Manish Muthal, Cliff Lee, Tim Nguyen, Bryce Horine, Mike Leddige, Kuojim Huang, Jason Wei, Leung Yu, Richard Tarver, Yuwen Hsia, Roxanne Vu, Ely Tsern, Haw-Jyh Liaw, Jim Hudson, David Nguyen, Kevin S. Donnelly, Richard Crisp:
A 2.6-GByte/s multipurpose chip-to-chip interface. IEEE J. Solid State Circuits 33(11): 1617-1626 (1998) - 1996
- [j1]Kevin S. Donnelly, Yiu-Fai Chan, John Ho, Chanh Tran, Samir Patel, Benedict Lau, Jun Kim, Pak Shing Chau, Charlie Huang, Jason Wei, Leung Yu, Richard Tarver, Rakhee Kulkarni, Donald Stark, Mark Johnson:
A 660 MB/s interface megacell portable circuit in 0.3 μm-0.7 μm CMOS ASIC. IEEE J. Solid State Circuits 31(12): 1995-2003 (1996)
Coauthor Index
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