Jason Wei

发表

Quantifying and alleviating political bias in language models

Soroush Vosoughi, Ruibo Liu, Chenyan Jia, 2022, Artif. Intell..

The Southern Provinces In Bilateral Cooperation During The Mahathir and Abdullah Years

Jason Wei, K. Khalid, 2017 .

PaLM: Scaling Language Modeling with Pathways

Andrew M. Dai, Hyung Won Chung, Thanumalayan Sankaranarayana Pillai, 2022, J. Mach. Learn. Res..

Foundation Models for Decision Making: Problems, Methods, and Opportunities

P. Abbeel, D. Schuurmans, Ofir Nachum, 2023, ArXiv.

Emergent Abilities of Large Language Models

J. Dean, Oriol Vinyals, Dani Yogatama, 2022, Trans. Mach. Learn. Res..

Chain of Thought Prompting Elicits Reasoning in Large Language Models

Dale Schuurmans, Xuezhi Wang, Denny Zhou, 2022, NeurIPS.

Rationale-Augmented Ensembles in Language Models

D. Schuurmans, Xuezhi Wang, Ed Chi, 2022, ArXiv.

Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

D. Schuurmans, O. Bousquet, Xuezhi Wang, 2022, ICLR.

Self-Consistency Improves Chain of Thought Reasoning in Language Models

D. Schuurmans, Xuezhi Wang, Denny Zhou, 2022, ICLR.

Larger language models do in-context learning differently

Xinyun Chen, Hanxiao Liu, Dustin Tran, 2023, ArXiv.

Large language models encode clinical knowledge

Hyung Won Chung, Martin G. Seneviratne, Vivek Natarajan, 2022, Nature.

Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Quoc V. Le, Hyung Won Chung, Yi Tay, 2022, ACL.

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Gerard de Melo, Andrew M. Dai, Christopher D. Manning, 2022, ArXiv.

Language Models are Multilingual Chain-of-Thought Reasoners

Hyung Won Chung, Xuezhi Wang, Yi Tay, 2022, ICLR.

Flan-MoE: Scaling Instruction-Finetuned Language Models with Sparse Mixture of Experts

Hyung Won Chung, Xinyun Chen, Trevor Darrell, 2023, ArXiv.

The Flan Collection: Designing Data and Methods for Effective Instruction Tuning

Quoc V. Le, Hyung Won Chung, Yi Tay, 2023, ICML.

Scaling Instruction-Finetuned Language Models

Andrew M. Dai, Hyung Won Chung, J. Dean, 2022, ArXiv.

A Recipe for Arbitrary Text Style Transfer with Large Language Models pdf

Chris Callison-Burch, Daphne Ippolito, Emily Reif, 2021, ACL.

Transcending Scaling Laws with 0.1% Extra Compute

Quoc V. Le, Hyung Won Chung, David R. So, 2022, EMNLP.

Mind's Eye: Grounded Language Model Reasoning through Simulation

Andrew M. Dai, S. Gu, Denny Zhou, 2022, ICLR.

Non-Parametric Estimation of Forecast Distributions in Non-linear, Non-Gaussian State Space Models

J. Wei, Jason Wei, Jian Ng, 2012 .

A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity

Barret Zoph, Adam Roberts, Denny Zhou, 2023, NAACL.

Mitigating Political Bias in Language Models Through Reinforced Calibration

Soroush Vosoughi, Chenyan Jia, Ruibo Liu, 2021, AAAI.

UL2: Unifying Language Learning Paradigms

Hyung Won Chung, Vinh Q. Tran, Xuezhi Wang, 2022, ICLR.

Linguistic Complexity Loss in Text-Based Therapy

Soroush Vosoughi, Emma Templeton, Thalia Wheatley, 2021, NAACL.

Inverse scaling can become U-shaped

Quoc V. Le, Yi Tay, Jason Wei, 2022, EMNLP.

A Cognitive Regularizer for Language Modeling pdf

Clara Meister, Ryan Cotterell, Jason Wei, 2021, ACL.

Frequency Effects on Syntactic Rule Learning in Transformers pdf

Ellie Pavlick, Tal Linzen, Dan Garrette, 2021, EMNLP.

Modulating Language Models with Emotions pdf

Soroush Vosoughi, Ruibo Liu, Jason Wei, 2021, FINDINGS.

Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models

Hyung Won Chung, Xinyun Chen, K. Keutzer, 2023, 2305.14705.

Language Model Augmented Relevance Score pdf

Soroush Vosoughi, Ruibo Liu, Jason Wei, 2021, ACL.

What Are People Asking About COVID-19? A Question Classification Dataset

Soroush Vosoughi, Jason Wei, Jason Wei, 2020, NLPCOVID19.

What Are People Asking About COVID-19? A Question Classification Dataset

Soroush Vosoughi, Jason Wei, Jerry W. Wei, 2020, NLPCOVID19.

Publisher Correction: Large language models encode clinical knowledge.

Hyung Won Chung, Vivek Natarajan, D. Webster, 2023, Nature.

Scaling Instruction-Finetuned Language Models

Andrew M. Dai, Adams Wei Yu, Hyung Won Chung, 2022, ArXiv.

Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

D. Schuurmans, O. Bousquet, Xuezhi Wang, 2022, International Conference on Learning Representations.

Artificial stream of thought has non-trivial connections to consciousness

Jason Wei, 2022 .