← Authors

Jason Wei

37 papers · 2019–2024 · 11 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (50) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (5) πŸ“› The Namer πŸ‘₯ Mega-Team (67) πŸ† Grand Slam 🀝 Dynamic Duo (14) 🧬 Topic Evolution πŸ† Keyword Champion (2) ❓ The Questioner πŸ’Ž Century Club (37) πŸ—ƒοΈ Keyword Collector (97) ⚑ Prolific Year (10) πŸ”₯ Unstoppable (6)

Conferences

ACL (8) ICLR (8) EMNLP (6) IJCNLP (5) NAACL (3) JMLR (2) AAAI (1) EACL (1) ICML (1) NIPS (1) WACV (1)

Top co-authors

Soroush Vosoughi (14) Denny Zhou (14) Xuezhi Wang (8) Yi Tay (8) Ruibo Liu (7) Hyung Won Chung (7) Aakanksha Chowdhery (5) Barret Zoph (5) Quoc V Le (5) Shayne Longpre (4)

Keywords

large language model (8) text classification (6) language model (6) few-shot learning (6) data augmentation (5) reinforcement learning (3) context-aware evaluation (2) random deletion (2) language model scaling (2) curriculum learning (2) random swap (2) reference generation (2) natural language generation (2) emergent ability (2) multi-step reasoning (2) inductive bia (2) synonym replacement (2) evaluation metric (2) random insertion (2) question answering (1)

Papers

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