Sean J Welleck

Sean J Welleck

New York University

H-index: 23

North America-United States

About Sean J Welleck

Sean J Welleck, With an exceptional h-index of 23 and a recent h-index of 22 (since 2020), a distinguished researcher at New York University, specializes in the field of machine learning, deep learning, neural theorem proving.

His recent articles reflect a diverse array of research interests and contributions to the field:

Llemma: an open language model for mathematics

Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision

Electronic device for obtaining sentence corresponding to context information and operating method thereof

Faith and Fate: Limits of Transformers on Compositionality

Self-refine: Iterative refinement with self-feedback

Inference-time policy adapters (ipa): Tailoring extreme-scale lms without fine-tuning

Mauve scores for generative models: Theory and practice

STEER: Unified Style Transfer with Expert Reinforcement

Sean J Welleck Information

University

Position

PhD Student

Citations(all)

2626

Citations(since 2020)

2618

Cited By

290

hIndex(all)

23

hIndex(since 2020)

22

i10Index(all)

27

i10Index(since 2020)

27

Email

University Profile Page

New York University

Google Scholar

View Google Scholar Profile

Sean J Welleck Skills & Research Interests

machine learning

deep learning

neural theorem proving

Top articles of Sean J Welleck

Title

Journal

Author(s)

Publication Date

Llemma: an open language model for mathematics

International Conference on Learning Representations (ICLR)

Zhangir Azerbayev

Hailey Schoelkopf

Keiran Paster

Marco Dos Santos

Stephen McAleer

...

2023/10/16

Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision

arXiv preprint arXiv:2403.09472

Zhiqing Sun

Longhui Yu

Yikang Shen

Weiyang Liu

Yiming Yang

...

2024/3/14

Electronic device for obtaining sentence corresponding to context information and operating method thereof

2023/6/6

Faith and Fate: Limits of Transformers on Compositionality

Advances in Neural Information Processing Systems

Nouha Dziri

Ximing Lu

Melanie Sclar

Xiang Lorraine Li

Liwei Jiang

...

2024/2/13

Self-refine: Iterative refinement with self-feedback

Neural Information Processing Systems (NeurIPS) 2023

Aman Madaan

Niket Tandon

Prakhar Gupta

Skyler Hallinan

Luyu Gao

...

2023/3/30

Inference-time policy adapters (ipa): Tailoring extreme-scale lms without fine-tuning

Ximing Lu

Faeze Brahman

Peter West

Jaehun Jung

Khyathi Chandu

...

2023/12

Mauve scores for generative models: Theory and practice

Journal of Machine Learning Research

Krishna Pillutla

Lang Liu

John Thickstun

Sean Welleck

Swabha Swayamdipta

...

2023

STEER: Unified Style Transfer with Expert Reinforcement

arXiv preprint arXiv:2311.07167

Skyler Hallinan

Faeze Brahman

Ximing Lu

Jaehun Jung

Sean Welleck

...

2023/11/13

llmstep: LLM proofstep suggestions in lean

Sean Welleck

Rahul Saha

2023/10/28

Quark: Controllable text generation with reinforced unlearning

Advances in neural information processing systems

Ximing Lu

Sean Welleck

Jack Hessel

Liwei Jiang

Lianhui Qin

...

2022/12/6

Proceedings of the 1st Workshop on Mathematical Natural Language Processing (MathNLP)

Deborah Ferreira

Marco Valentino

André Freitas

Sean Welleck

Moritz Schubotz

2022/12

Naturalprover: Grounded mathematical proof generation with language models

Sean Welleck

Jiacheng Liu

Ximing Lu

Hannaneh Hajishirzi

Yejin Choi

2022/5/25

Generating Sequences by Learning to Self-Correct

arXiv preprint arXiv:2211.00053

Sean Welleck

Ximing Lu

Peter West

Faeze Brahman

Tianxiao Shen

...

2022/10/31

Maieutic prompting: Logically consistent reasoning with recursive explanations

arXiv preprint arXiv:2205.11822

Jaehun Jung

Lianhui Qin

Sean Welleck

Faeze Brahman

Chandra Bhagavatula

...

2022/5/24

Lila: A unified benchmark for mathematical reasoning

EMNLP

Swaroop Mishra

Matthew Finlayson

Pan Lu

Leonard Tang

Sean Welleck

...

2022/10/31

Cold decoding: Energy-based constrained text generation with langevin dynamics

Advances in Neural Information Processing Systems

Lianhui Qin

Sean Welleck

Daniel Khashabi

Yejin Choi

2022/12/6

Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs

arXiv preprint arXiv:2210.12283

Albert Q Jiang

Sean Welleck

Jin Peng Zhou

Wenda Li

Jiacheng Liu

...

2022/10/21

Rainier: Reinforced knowledge introspector for commonsense question answering

Jiacheng Liu

Skyler Hallinan

Ximing Lu

Pengfei He

Sean Welleck

...

2022/10/6

A Survey of Deep Learning for Mathematical Reasoning

Pan Lu

Liang Qiu

Wenhao Yu

Sean Welleck

Kai-Wei Chang

2023/7

Symbolic knowledge distillation: from general language models to commonsense models

arXiv preprint arXiv:2110.07178

Peter West

Chandra Bhagavatula

Jack Hessel

Jena D Hwang

Liwei Jiang

...

2021/10/14

See List of Professors in Sean J Welleck University(New York University)

Co-Authors

H-index: 98
Kyunghyun Cho

Kyunghyun Cho

New York University

H-index: 95
Yejin Choi

Yejin Choi

University of Washington

H-index: 71
Hal Daumé III

Hal Daumé III

University of Maryland, Baltimore

H-index: 63
Hannaneh Hajishirzi

Hannaneh Hajishirzi

University of Washington

H-index: 48
Zaid Harchaoui

Zaid Harchaoui

University of Washington

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