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Natural Language to Code Generation in Interactive Data Science
  Notebooks

Natural Language to Code Generation in Interactive Data Science Notebooks

19 December 2022
Pengcheng Yin
Wen-Ding Li
Kefan Xiao
Abhishek Rao
Yeming Wen
Kensen Shi
Joshua Howland
Paige Bailey
Michele Catasta
Henryk Michalewski
Oleksandr Polozov
Charles Sutton
ArXivPDFHTML

Papers citing "Natural Language to Code Generation in Interactive Data Science Notebooks"

22 / 22 papers shown
Title
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
Fangyu Lei
Jixuan Chen
Yuxiao Ye
Ruisheng Cao
Dongchan Shin
...
Caiming Xiong
Ruoxi Sun
Qian Liu
Sida I. Wang
Tao Yu
LMTD
71
20
0
12 Nov 2024
Game On: Towards Language Models as RL Experimenters
Game On: Towards Language Models as RL Experimenters
Jingwei Zhang
Thomas Lampe
A. Abdolmaleki
Jost Tobias Springenberg
Martin Riedmiller
LM&Ro
18
0
0
05 Sep 2024
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation
Gaurav Sahu
Abhay Puri
Juan A. Rodriguez
Alexandre Drouin
Perouz Taslakian
...
Christopher Pal
Nicolas Chapados
I. Laradji
Sai Rajeswar Mudumba
Issam Hadj Laradji
ELM
37
4
0
08 Jul 2024
Agentless: Demystifying LLM-based Software Engineering Agents
Agentless: Demystifying LLM-based Software Engineering Agents
Chunqiu Steven Xia
Yinlin Deng
Soren Dunn
Lingming Zhang
LLMAG
32
78
0
01 Jul 2024
Universal Self-Consistency for Large Language Model Generation
Universal Self-Consistency for Large Language Model Generation
Xinyun Chen
Renat Aksitov
Uri Alon
Jie Jessie Ren
Kefan Xiao
Pengcheng Yin
Sushant Prakash
Charles Sutton
Xuezhi Wang
Denny Zhou
LRM
13
65
0
29 Nov 2023
Beyond Static Datasets: A Deep Interaction Approach to LLM Evaluation
Beyond Static Datasets: A Deep Interaction Approach to LLM Evaluation
Jiatong Li
Rui Li
Qi Liu
11
14
0
08 Sep 2023
Bias Testing and Mitigation in LLM-based Code Generation
Bias Testing and Mitigation in LLM-based Code Generation
Dong Huang
Qingwen Bu
Jie M. Zhang
Xiaofei Xie
Junjie Chen
Heming Cui
29
20
0
03 Sep 2023
Few-Shot Data-to-Text Generation via Unified Representation and
  Multi-Source Learning
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning
A. Li
Mingyue Shang
Evangelia Spiliopoulou
Jie Ma
Patrick K. L. Ng
...
William Yang Wang
Kathleen McKeown
Vittorio Castelli
Dan Roth
Bing Xiang
20
2
0
10 Aug 2023
PaLM 2 Technical Report
PaLM 2 Technical Report
Rohan Anil
Andrew M. Dai
Orhan Firat
Melvin Johnson
Dmitry Lepikhin
...
Ce Zheng
Wei Zhou
Denny Zhou
Slav Petrov
Yonghui Wu
ReLM
LRM
22
1,136
0
17 May 2023
Binding Language Models in Symbolic Languages
Binding Language Models in Symbolic Languages
Zhoujun Cheng
Tianbao Xie
Peng Shi
Chengzu Li
Rahul Nadkarni
...
Dragomir R. Radev
Mari Ostendorf
Luke Zettlemoyer
Noah A. Smith
Tao Yu
LMTD
109
195
0
06 Oct 2022
Grounded Copilot: How Programmers Interact with Code-Generating Models
Grounded Copilot: How Programmers Interact with Code-Generating Models
Shraddha Barke
M. James
Nadia Polikarpova
136
212
0
30 Jun 2022
Large Language Models are Zero-Shot Reasoners
Large Language Models are Zero-Shot Reasoners
Takeshi Kojima
S. Gu
Machel Reid
Yutaka Matsuo
Yusuke Iwasawa
ReLM
LRM
291
2,712
0
24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Xuezhi Wang
Jason W. Wei
Dale Schuurmans
Quoc Le
Ed H. Chi
Sharan Narang
Aakanksha Chowdhery
Denny Zhou
ReLM
BDL
LRM
AI4CE
297
3,163
0
21 Mar 2022
A Systematic Evaluation of Large Language Models of Code
A Systematic Evaluation of Large Language Models of Code
Frank F. Xu
Uri Alon
Graham Neubig
Vincent J. Hellendoorn
ELM
ALM
188
624
0
26 Feb 2022
Training and Evaluating a Jupyter Notebook Data Science Assistant
Training and Evaluating a Jupyter Notebook Data Science Assistant
Shubham Chandel
Colin B. Clement
Guillermo Serrato
Neel Sundaresan
32
43
0
30 Jan 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
315
8,261
0
28 Jan 2022
Measuring Coding Challenge Competence With APPS
Measuring Coding Challenge Competence With APPS
Dan Hendrycks
Steven Basart
Saurav Kadavath
Mantas Mazeika
Akul Arora
...
Collin Burns
Samir Puranik
Horace He
D. Song
Jacob Steinhardt
ELM
AIMat
ALM
189
614
0
20 May 2021
Carbon Emissions and Large Neural Network Training
Carbon Emissions and Large Neural Network Training
David A. Patterson
Joseph E. Gonzalez
Quoc V. Le
Chen Liang
Lluís-Miquel Munguía
D. Rothchild
David R. So
Maud Texier
J. Dean
AI4CE
233
626
0
21 Apr 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Leo Gao
Stella Biderman
Sid Black
Laurence Golding
Travis Hoppe
...
Horace He
Anish Thite
Noa Nabeshima
Shawn Presser
Connor Leahy
AIMat
236
1,508
0
31 Dec 2020
AutoML to Date and Beyond: Challenges and Opportunities
AutoML to Date and Beyond: Challenges and Opportunities
Shubhra (Santu) Karmaker
Md. Mahadi Hassan
Micah J. Smith
Lei Xu
Chengxiang Zhai
K. Veeramachaneni
55
222
0
21 Oct 2020
Task-Oriented Dialogue as Dataflow Synthesis
Task-Oriented Dialogue as Dataflow Synthesis
Semantic Machines
Jacob Andreas
J. Bufe
David Burkett
Charles C. Chen
...
Izabela Witoszko
Jason Wolfe
A. Wray
Yuchen Zhang
Alexander Zotov
AIFin
180
151
0
24 Sep 2020
Simpler Context-Dependent Logical Forms via Model Projections
Simpler Context-Dependent Logical Forms via Model Projections
R. Long
Panupong Pasupat
Percy Liang
188
102
0
16 Jun 2016
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