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PAL: Program-aided Language Models
v1v2 (latest)

PAL: Program-aided Language Models

18 November 2022
Luyu Gao
Aman Madaan
Shuyan Zhou
Uri Alon
Pengfei Liu
Yiming Yang
Jamie Callan
Graham Neubig
    ReLMLRM
ArXiv (abs)PDFHTML

Papers citing "PAL: Program-aided Language Models"

50 / 107 papers shown
Title
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author
  Prompt Editing
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
Xinyu Hu
Pengfei Tang
Simiao Zuo
Zihan Wang
Bowen Song
Qiang Lou
Jian Jiao
Denis Xavier Charles
LRM
88
9
0
20 Oct 2023
Leveraging Large Language Model for Automatic Evolving of Industrial
  Data-Centric R&D Cycle
Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle
Xu Yang
Xiao Yang
Weiqing Liu
Jinhui Li
Peng Yu
Zeqi Ye
Jiang Bian
73
1
0
17 Oct 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot
  Knowledge Base Question Generation
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation
Yuanyuan Liang
Jianing Wang
Hanlun Zhu
Lei Wang
Weining Qian
Yunshi Lan
LRMReLM
88
39
0
12 Oct 2023
Lemur: Harmonizing Natural Language and Code for Language Agents
Lemur: Harmonizing Natural Language and Code for Language Agents
Yiheng Xu
Hongjin Su
Chen Xing
Boyu Mi
Qian Liu
...
Siheng Zhao
Lingpeng Kong
Bailin Wang
Caiming Xiong
Tao Yu
99
74
0
10 Oct 2023
SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA
SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA
Jonathan Tonglet
Manon Reusens
Philipp Borchert
Bart Baesens
83
6
0
10 Oct 2023
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical
  Reasoning
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
Ke Wang
Houxing Ren
Aojun Zhou
Zimu Lu
Sichun Luo
Weikang Shi
Renrui Zhang
Linqi Song
Mingjie Zhan
Hongsheng Li
ReLMLRMSyDa
119
106
0
05 Oct 2023
Concise and Organized Perception Facilitates Reasoning in Large Language Models
Concise and Organized Perception Facilitates Reasoning in Large Language Models
Junjie Liu
Shaotian Yan
Chen Shen
Zhengdong Xiao
Wenxiao Wang
Jieping Ye
Jieping Ye
LRM
125
1
0
05 Oct 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models
Cognitive Mirage: A Review of Hallucinations in Large Language Models
Hongbin Ye
Tong Liu
Aijia Zhang
Wei Hua
Weiqiang Jia
HILM
122
81
0
13 Sep 2023
Hypothesis Search: Inductive Reasoning with Language Models
Hypothesis Search: Inductive Reasoning with Language Models
Ruocheng Wang
E. Zelikman
Gabriel Poesia
Yewen Pu
Nick Haber
Noah D. Goodman
ReLMLRM
132
112
0
11 Sep 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction
  Tuning
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning
Xiang Yue
Xingwei Qu
Ge Zhang
Yao Fu
Wenhao Huang
Huan Sun
Yu-Chuan Su
Wenhu Chen
AIMatLRM
195
404
0
11 Sep 2023
GPT Can Solve Mathematical Problems Without a Calculator
GPT Can Solve Mathematical Problems Without a Calculator
Zhiyong Yang
Ming Ding
Qingsong Lv
Zhihuan Jiang
Zehai He
Yuyi Guo
Jinfeng Bai
Jie Tang
RALMLRM
114
56
0
06 Sep 2023
Spoken Language Intelligence of Large Language Models for Language Learning
Spoken Language Intelligence of Large Language Models for Language Learning
Linkai Peng
Baorian Nuchged
Yingming Gao
ELM
132
4
0
28 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language
  Models
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models
Cheng-Yu Hsieh
Sibei Chen
Chun-Liang Li
Yasuhisa Fujii
Alexander Ratner
Chen-Yu Lee
Ranjay Krishna
Tomas Pfister
LLMAGSyDa
148
44
0
01 Aug 2023
A Real-World WebAgent with Planning, Long Context Understanding, and
  Program Synthesis
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
Izzeddin Gur
Hiroki Furuta
Austin Huang
Mustafa Safdari
Yutaka Matsuo
Douglas Eck
Aleksandra Faust
LM&RoLLMAG
194
226
0
24 Jul 2023
External Reasoning: Towards Multi-Large-Language-Models Interchangeable
  Assistance with Human Feedback
External Reasoning: Towards Multi-Large-Language-Models Interchangeable Assistance with Human Feedback
Akide Liu
KELMLRM
49
1
0
05 Jul 2023
PatternGPT :A Pattern-Driven Framework for Large Language Model Text
  Generation
PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation
Le Xiao
Xin Shan
70
7
0
02 Jul 2023
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for
  Multi-task Mathematical Problem Solving
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving
Wayne Xin Zhao
Kun Zhou
Beichen Zhang
Zheng Gong
Zhipeng Chen
...
Ji-Rong Wen
Jing Sha
Shijin Wang
Cong Liu
Guoping Hu
MoELRM
118
5
0
19 Jun 2023
Evaluating and Improving Tool-Augmented Computation-Intensive Math
  Reasoning
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning
Beichen Zhang
Kun Zhou
Xilin Wei
Wayne Xin Zhao
Jing Sha
Shijin Wang
Ji-Rong Wen
LRM
113
39
0
04 Jun 2023
MathChat: Converse to Tackle Challenging Math Problems with LLM Agents
MathChat: Converse to Tackle Challenging Math Problems with LLM Agents
Yiran Wu
Feiran Jia
Shaokun Zhang
Han-Tai Li
Erkang Zhu
Yue Wang
Y. Lee
Richard Peng
Qingyun Wu
Chi Wang
LLMAG
104
54
0
02 Jun 2023
Domain Specialization as the Key to Make Large Language Models
  Disruptive: A Comprehensive Survey
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
Chen Ling
Xujiang Zhao
Jiaying Lu
Chengyuan Deng
Can Zheng
...
Chris White
Quanquan Gu
Jian Pei
Carl Yang
Liang Zhao
ALM
169
139
0
30 May 2023
Gorilla: Large Language Model Connected with Massive APIs
Gorilla: Large Language Model Connected with Massive APIs
Shishir G. Patil
Tianjun Zhang
Xin Wang
Joseph E. Gonzalez
ELMCLLALMSyDa
127
572
0
24 May 2023
UniChart: A Universal Vision-language Pretrained Model for Chart
  Comprehension and Reasoning
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning
Ahmed Masry
P. Kavehzadeh
Do Xuan Long
Enamul Hoque
Shafiq Joty
LRM
95
113
0
24 May 2023
InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration
  in Improving the Performance of Information Extraction
InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction
Ishani Mondal
Michelle Yuan
N. Anandhavelu
Aparna Garimella
Francis Ferraro
Andrew Blair-Stanek
Benjamin Van Durme
Jordan L. Boyd-Graber
71
1
0
24 May 2023
Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks
Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks
Tiedong Liu
K. H. Low
ALM
91
86
0
23 May 2023
OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities
OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities
Yuanzhen Xie
Tao Xie
Mingxiong Lin
Wen-Ke Wei
Chenglin Li
Beibei Kong
Lei Chen
Chengxiang Zhuo
Bo Hu
Zang Li
RALMLLMAGLRM
82
6
0
23 May 2023
Album Storytelling with Iterative Story-aware Captioning and Large
  Language Models
Album Storytelling with Iterative Story-aware Captioning and Large Language Models
Munan Ning
Yujia Xie
Dongdong Chen
Zeyin Song
Lu Yuan
Yonghong Tian
QiXiang Ye
Liuliang Yuan
74
8
0
22 May 2023
TheoremQA: A Theorem-driven Question Answering dataset
TheoremQA: A Theorem-driven Question Answering dataset
Wenhu Chen
Ming Yin
Max Ku
Pan Lu
Yixin Wan
Xueguang Ma
Jianyu Xu
Xinyi Wang
Tony Xia
AIMat
131
140
0
21 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive
  Critiquing
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
Zhibin Gou
Zhihong Shao
Yeyun Gong
Yelong Shen
Yujiu Yang
Nan Duan
Weizhu Chen
KELMLRM
148
398
0
19 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through
  the Lens of Verification and Validation
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation
Xiaowei Huang
Wenjie Ruan
Wei Huang
Gao Jin
Yizhen Dong
...
Sihao Wu
Peipei Xu
Dengyu Wu
André Freitas
Mustafa A. Mustafa
ALM
132
96
0
19 May 2023
Generalized Planning in PDDL Domains with Pretrained Large Language
  Models
Generalized Planning in PDDL Domains with Pretrained Large Language Models
Tom Silver
Soham Dan
Kavitha Srinivas
J. Tenenbaum
L. Kaelbling
Michael Katz
ELMLRM
124
134
0
18 May 2023
LeTI: Learning to Generate from Textual Interactions
LeTI: Learning to Generate from Textual Interactions
Xingyao Wang
Hao Peng
Reyhaneh Jabbarvand
Heng Ji
116
30
0
17 May 2023
StructGPT: A General Framework for Large Language Model to Reason over
  Structured Data
StructGPT: A General Framework for Large Language Model to Reason over Structured Data
Jinhao Jiang
Kun Zhou
Zican Dong
Keming Ye
Wayne Xin Zhao
Ji-Rong Wen
LRMLMTDRALM
164
301
0
16 May 2023
Prompt Engineering for Healthcare: Methodologies and Applications
Prompt Engineering for Healthcare: Methodologies and Applications
Jiaqi Wang
Enze Shi
Sigang Yu
Zihao Wu
Chong Ma
...
Dajiang Zhu
Yixuan Yuan
Dinggang Shen
Tianming Liu
Shu Zhang
LM&MA
131
115
0
28 Apr 2023
LLM+P: Empowering Large Language Models with Optimal Planning
  Proficiency
LLM+P: Empowering Large Language Models with Optimal Planning Proficiency
B. Liu
Yuqian Jiang
Xiaohan Zhang
Qian Liu
Shiqi Zhang
Joydeep Biswas
Peter Stone
LM&RoLLMAG
119
421
0
22 Apr 2023
CodeKGC: Code Language Model for Generative Knowledge Graph Construction
CodeKGC: Code Language Model for Generative Knowledge Graph Construction
Zhen Bi
Jing Chen
Yinuo Jiang
Feiyu Xiong
Wei Guo
Huajun Chen
Ningyu Zhang
68
42
0
18 Apr 2023
Solving Math Word Problems by Combining Language Models With Symbolic
  Solvers
Solving Math Word Problems by Combining Language Models With Symbolic Solvers
Joy He-Yueya
Gabriel Poesia
Rose E. Wang
Noah D. Goodman
83
121
0
16 Apr 2023
Mastering Symbolic Operations: Augmenting Language Models with Compiled
  Neural Networks
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
Yixuan Weng
Minjun Zhu
Fei Xia
Bin Li
Shizhu He
Kang Liu
Jun Zhao
88
6
0
04 Apr 2023
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging
  Face
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face
Yongliang Shen
Kaitao Song
Xu Tan
Dongsheng Li
Weiming Lu
Yueting Zhuang
MLLM
151
913
0
30 Mar 2023
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action
Zhengyuan Yang
Linjie Li
Jianfeng Wang
Kevin Qinghong Lin
E. Azarnasab
Faisal Ahmed
Zicheng Liu
Ce Liu
Michael Zeng
Lijuan Wang
ReLMKELMLRM
124
397
0
20 Mar 2023
Retrieving Multimodal Information for Augmented Generation: A Survey
Retrieving Multimodal Information for Augmented Generation: A Survey
Ruochen Zhao
Hailin Chen
Weishi Wang
Fangkai Jiao
Do Xuan Long
...
Bosheng Ding
Xiaobao Guo
Minzhi Li
Xingxuan Li
Shafiq Joty
131
88
0
20 Mar 2023
Large Language Models in the Workplace: A Case Study on Prompt
  Engineering for Job Type Classification
Large Language Models in the Workplace: A Case Study on Prompt Engineering for Job Type Classification
Benjamin Clavié
Alexandru Ciceu
Frederick Naylor
Guillaume Soulié
Thomas Brightwell
LLMAG
45
46
0
13 Mar 2023
Complex QA and language models hybrid architectures, Survey
Complex QA and language models hybrid architectures, Survey
Xavier Daull
P. Bellot
Emmanuel Bruno
Vincent Martin
Elisabeth Murisasco
ELM
212
16
0
17 Feb 2023
LEVER: Learning to Verify Language-to-Code Generation with Execution
LEVER: Learning to Verify Language-to-Code Generation with Execution
Ansong Ni
Srini Iyer
Dragomir R. Radev
Ves Stoyanov
Wen-tau Yih
Sida I. Wang
Xi Lin
142
226
0
16 Feb 2023
Reliable Natural Language Understanding with Large Language Models and
  Answer Set Programming
Reliable Natural Language Understanding with Large Language Models and Answer Set Programming
Abhiramon Rajasekharan
Yankai Zeng
Parth Padalkar
Gopal Gupta
LRM
89
19
0
07 Feb 2023
Faithful Chain-of-Thought Reasoning
Faithful Chain-of-Thought Reasoning
Qing Lyu
Shreya Havaldar
Adam Stein
Li Zhang
D. Rao
Eric Wong
Marianna Apidianaki
Chris Callison-Burch
ReLMLRM
171
229
0
31 Jan 2023
Iterated Decomposition: Improving Science Q&A by Supervising Reasoning
  Processes
Iterated Decomposition: Improving Science Q&A by Supervising Reasoning Processes
Justin Reppert
Ben Rachbach
Charlie George
Luke Stebbing
Ju-Seung Byun
Maggie Appleton
Andreas Stuhlmuller
ReLMLRM
133
17
0
04 Jan 2023
A Survey of Deep Learning for Mathematical Reasoning
A Survey of Deep Learning for Mathematical Reasoning
Pan Lu
Liang Qiu
Wenhao Yu
Sean Welleck
Kai-Wei Chang
ReLMLRM
133
150
0
20 Dec 2022
Towards Reasoning in Large Language Models: A Survey
Towards Reasoning in Large Language Models: A Survey
Jie Huang
Kevin Chen-Chuan Chang
LM&MAELMLRM
184
645
0
20 Dec 2022
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and
  Chart Derendering
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering
Fangyu Liu
Francesco Piccinno
Syrine Krichene
Chenxi Pang
Kenton Lee
Mandar Joshi
Yasemin Altun
Nigel Collier
Julian Martin Eisenschlos
VLMLRM
59
102
0
19 Dec 2022
Reasoning with Language Model Prompting: A Survey
Reasoning with Language Model Prompting: A Survey
Shuofei Qiao
Yixin Ou
Ningyu Zhang
Xiang Chen
Yunzhi Yao
Shumin Deng
Chuanqi Tan
Fei Huang
Huajun Chen
ReLMELMLRM
232
327
0
19 Dec 2022
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