Gabriel Poesia

Gabriel Poesia

Stanford University

H-index: 7

North America-United States

About Gabriel Poesia

Gabriel Poesia, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Program Synthesis, Artificial Intelligence, Human-Computer Interaction.

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

Parsel????: Algorithmic Reasoning with Language Models by Composing Decompositions

Hypothesis search: Inductive reasoning with language models

Peano: learning formal mathematical reasoning

Certified deductive reasoning with language models

Can Visual Scratchpads With Diagrammatic Abstractions Augment LLM Reasoning?

Solving math word problems by combining language models with symbolic solvers

Synchromesh: Reliable code generation from pre-trained language models

LEMMA: Bootstrapping high-level mathematical reasoning with learned symbolic abstractions

Gabriel Poesia Information

University

Position

___

Citations(all)

242

Citations(since 2020)

237

Cited By

16

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Gabriel Poesia Skills & Research Interests

Program Synthesis

Artificial Intelligence

Human-Computer Interaction

Top articles of Gabriel Poesia

Parsel????: Algorithmic Reasoning with Language Models by Composing Decompositions

Advances in Neural Information Processing Systems

2023/12/15

Hypothesis search: Inductive reasoning with language models

arXiv preprint arXiv:2309.05660

2023/9/11

Peano: learning formal mathematical reasoning

Philosophical Transactions of the Royal Society A

2023/7/24

Gabriel Poesia
Gabriel Poesia

H-Index: 2

Certified deductive reasoning with language models

arXiv preprint arXiv:2306.04031

2023/6

Can Visual Scratchpads With Diagrammatic Abstractions Augment LLM Reasoning?

2023/4/24

Solving math word problems by combining language models with symbolic solvers

arXiv preprint arXiv:2304.09102

2023/4/16

Synchromesh: Reliable code generation from pre-trained language models

2022/1/26

LEMMA: Bootstrapping high-level mathematical reasoning with learned symbolic abstractions

arXiv preprint arXiv:2211.08671

2022/11/16

Contrastive reinforcement learning of symbolic reasoning domains

Advances in neural information processing systems

2021/12/6

Gabriel Poesia
Gabriel Poesia

H-Index: 2

Open-domain clarification question generation without question examples

2021/10/19

Gabriel Poesia
Gabriel Poesia

H-Index: 2

Dorsa Sadigh
Dorsa Sadigh

H-Index: 23

Pragmatic code autocomplete

Proceedings of the AAAI Conference on Artificial Intelligence

2021/5/18

Gabriel Poesia
Gabriel Poesia

H-Index: 2

Dynamic dispatch of context-sensitive optimizations

Proceedings of the ACM on Programming Languages

2020/11/13

See List of Professors in Gabriel Poesia University(Stanford University)

Co-Authors

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