Jason Wei

A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity NAACL 2024 FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation ACL 2024 Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models ICLR 2024 Scaling Instruction-Finetuned Language Models JMLR 2024 Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them ACL 2023 Inverse Scaling Can Become U-Shaped EMNLP 2023 Language models are multilingual chain-of-thought reasoners ICLR 2023 Least-to-Most Prompting Enables Complex Reasoning in Large Language Models ICLR 2023 Mind's Eye: Grounded Language Model Reasoning through Simulation ICLR 2023 PaLM: Scaling Language Modeling with Pathways JMLR 2023 Self-Consistency Improves Chain of Thought Reasoning in Language Models ICLR 2023 The Flan Collection: Designing Data and Methods for Effective Instruction Tuning ICML 2023 Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023 UL2: Unifying Language Learning Paradigms ICLR 2023 A Recipe for Arbitrary Text Style Transfer with Large Language Models ACL 2022 Chain-of-Thought Prompting Elicits Reasoning in Large Language Models NeurIPS 2022 Finetuned Language Models are Zero-Shot Learners ICLR 2022 The MultiBERTs: BERT Reproductions for Robustness Analysis ICLR 2022 A Cognitive Regularizer for Language Modeling ACL 2021 A Survey of Data Augmentation Approaches for NLP ACL 2021 Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning NAACL 2021 Frequency Effects on Syntactic Rule Learning in Transformers EMNLP 2021 Good-Enough Example Extrapolation EMNLP 2021 Language Model Augmented Relevance Score ACL 2021 Learn Like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification WACV 2021 Linguistic Complexity Loss in Text-Based Therapy NAACL 2021 Mitigating Political Bias in Language Models through Reinforced Calibration AAAI 2021 Modulating Language Models with Emotions ACL 2021 Text Augmentation in a Multi-Task View EACL 2021 An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data EMNLP 2020 What Are People Asking About COVID-19? A Question Classification Dataset ACL 2020 EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks EMNLP 2019