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PAL: Program-aided Language Models
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PAL: Program-aided Language Models

Luyu Gao
Aman Madaan
Shuyan Zhou
Uri Alon
Pengfei Liu
Yiming Yang
Jamie Callan
Graham Neubig
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Papers citing "PAL: Program-aided Language Models"

7 / 107 papers shown
Title
Natural Language to Code Generation in Interactive Data Science Notebooks
Natural Language to Code Generation in Interactive Data Science Notebooks
Pengcheng Yin
Wen-Ding Li
Kefan Xiao
Abhishek Rao
Yeming Wen
...
Paige Bailey
Michele Catasta
Henryk Michalewski
Oleksandr Polozov
Charles Sutton
85
66
0
19 Dec 2022
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation
Swarnadeep Saha
Xinyan Velocity Yu
Joey Tianyi Zhou
Ramakanth Pasunuru
Asli Celikyilmaz
ReLMLRM
59
11
0
16 Dec 2022
Prompting Is Programming: A Query Language for Large Language Models
Prompting Is Programming: A Query Language for Large Language Models
Luca Beurer-Kellner
Marc Fischer
Martin Vechev
LRM
161
105
0
12 Dec 2022
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks
Wenhu Chen
Xueguang Ma
Xinyi Wang
William W. Cohen
ReLMReCodLRM
244
829
0
22 Nov 2022
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models
Zdeněk Kasner
Ioannis Konstas
Ondrej Dusek
78
6
0
13 Oct 2022
Toward Trustworthy Neural Program Synthesis
Toward Trustworthy Neural Program Synthesis
Darren Key
Wen-Ding Li
Kevin Ellis
NAI
175
6
0
29 Sep 2022
Towards Faithful Model Explanation in NLP: A Survey
Towards Faithful Model Explanation in NLP: A Survey
Qing Lyu
Marianna Apidianaki
Chris Callison-Burch
XAI
237
121
0
22 Sep 2022