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2205.12255
Cited By
TALM: Tool Augmented Language Models
24 May 2022
Aaron T Parisi
Yao-Min Zhao
Noah Fiedel
KELM
RALM
LLMAG
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HuggingFace (2 upvotes)
Papers citing
"TALM: Tool Augmented Language Models"
36 / 136 papers shown
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
International Conference on Learning Representations (ICLR), 2023
Izzeddin Gur
Hiroki Furuta
Austin Huang
Mustafa Safdari
Yutaka Matsuo
Douglas Eck
Aleksandra Faust
LM&Ro
LLMAG
577
315
0
24 Jul 2023
GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Yining Lu
Haoping Yu
Daniel Khashabi
LLMAG
217
13
0
17 Jul 2023
A Comprehensive Overview of Large Language Models
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023
Humza Naveed
Asad Ullah Khan
Shi Qiu
Muhammad Saqib
Saeed Anwar
Muhammad Usman
Naveed Akhtar
Nick Barnes
Lin Wang
OffRL
865
1,229
0
12 Jul 2023
A Survey on Evaluation of Large Language Models
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023
Yu-Chu Chang
Xu Wang
Yongfeng Zhang
Yuanyi Wu
Linyi Yang
...
Yue Zhang
Yi-Ju Chang
Philip S. Yu
Qian Yang
Xingxu Xie
ELM
LM&MA
ALM
700
2,788
0
06 Jul 2023
Insert-expansions for Tool-enabled Conversational Agents
Andreas Göldi
Roman Rietsche
KELM
190
2
0
04 Jul 2023
A Survey on Multimodal Large Language Models
National Science Review (NSR), 2023
Xinglong Mao
Chaoyou Fu
Zhengye Zhang
Ke Li
Xing Sun
Tong Xu
Enhong Chen
MLLM
LRM
462
1,002
0
23 Jun 2023
ToolQA: A Dataset for LLM Question Answering with External Tools
Neural Information Processing Systems (NeurIPS), 2023
Yuchen Zhuang
Yue Yu
Kuan-Chieh Wang
Haotian Sun
Chao Zhang
ELM
LLMAG
325
344
0
23 Jun 2023
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent
Neural Information Processing Systems (NeurIPS), 2023
Ziniu Hu
Ahmet Iscen
Chen Sun
Kai-Wei Chang
Luke Huan
David A. Ross
Cordelia Schmid
Alireza Fathi
298
12
0
13 Jun 2023
RestGPT: Connecting Large Language Models with Real-World RESTful APIs
Yifan Song
Weimin Xiong
Dawei Zhu
Wenhao Wu
Han Qian
...
Cheng Li
Ke Wang
Rong Yao
Ye Tian
Sujian Li
RALM
LLMAG
CLL
LM&MA
305
114
0
11 Jun 2023
ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases
Qiaoyu Tang
Ziliang Deng
Hongyu Lin
Xianpei Han
Qiao Liang
Boxi Cao
Le Sun
CLL
SyDa
288
286
0
08 Jun 2023
Natural Language Commanding via Program Synthesis
Apurva Gandhi
Thong Q. Nguyen
Huitian Jiao
R. Steen
Ameya Bhatawdekar
159
9
0
06 Jun 2023
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning
Neural Information Processing Systems (NeurIPS), 2023
Beichen Zhang
Kun Zhou
Xilin Wei
Wayne Xin Zhao
Jing Sha
Shijin Wang
Ji-Rong Wen
LRM
279
59
0
04 Jun 2023
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
325
67
0
02 Jun 2023
Zero and Few-shot Semantic Parsing with Ambiguous Inputs
International Conference on Learning Representations (ICLR), 2023
Elias Stengel-Eskin
Kyle Rawlins
Benjamin Van Durme
250
23
0
01 Jun 2023
Large Language Models as Tool Makers
International Conference on Learning Representations (ICLR), 2023
Tianle Cai
Xuezhi Wang
Tengyu Ma
Xinyun Chen
Denny Zhou
LLMAG
285
262
0
26 May 2023
AdaPlanner: Adaptive Planning from Feedback with Language Models
Neural Information Processing Systems (NeurIPS), 2023
Haotian Sun
Yuchen Zhuang
Lingkai Kong
Bo Dai
Chao Zhang
LLMAG
196
184
0
26 May 2023
On the Tool Manipulation Capability of Open-source Large Language Models
Qiantong Xu
Fenglu Hong
Yangqiu Song
Changran Hu
Zheng Chen
Jian Zhang
LLMAG
258
97
0
25 May 2023
Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Marek Kadlcík
Michal Štefánik
Ondřej Sotolář
Vlastimil Martinek
LRM
124
19
0
24 May 2023
Enabling Large Language Models to Generate Text with Citations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Tianyu Gao
Howard Yen
Jiatong Yu
Danqi Chen
LM&MA
HILM
439
505
0
24 May 2023
Description-Based Text Similarity
Shauli Ravfogel
Valentina Pyatkin
Amir D. N. Cohen
Avshalom Manevich
Yoav Goldberg
342
7
0
21 May 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
Neural Information Processing Systems (NeurIPS), 2023
Shibo Hao
Tianyang Liu
Zhen Wang
Zhiting Hu
RALM
LLMAG
610
239
0
19 May 2023
Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text
H. Khorashadizadeh
Nandana Mihindukulasooriya
Sanju Tiwari
Jinghua Groppe
Sven Groppe
156
34
0
15 May 2023
q2d: Turning Questions into Dialogs to Teach Models How to Search
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yonatan Bitton
Shlomi Cohen-Ganor
Ido Hakimi
Yoad Lewenberg
Roee Aharoni
Enav Weinreb
265
5
0
27 Apr 2023
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information
Qiao Jin
Yifan Yang
Qingyu Chen
Zhiyong Lu
LM&MA
LLMAG
206
203
0
19 Apr 2023
Tool Learning with Foundation Models
ACM Computing Surveys (ACM Comput. Surv.), 2023
Yujia Qin
Shengding Hu
Yankai Lin
Weize Chen
Ning Ding
...
Cheng Yang
Tongshuang Wu
Heng Ji
Zhiyuan Liu
Maosong Sun
389
315
0
17 Apr 2023
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System
Yunfan Gao
Tao Sheng
Youlin Xiang
Yun Xiong
Haofen Wang
Jiawei Zhang
RALM
KELM
500
400
0
25 Mar 2023
GPT is becoming a Turing machine: Here are some ways to program it
A. Jojic
Zhen Wang
Nebojsa Jojic
LRM
171
20
0
25 Mar 2023
Generate, Transform, Answer: Question Specific Tool Synthesis for Tabular Data
Carlos Gemmell
Jeffrey Stephen Dalton
LMTD
175
14
0
17 Mar 2023
ART: Automatic multi-step reasoning and tool-use for large language models
Bhargavi Paranjape
Scott M. Lundberg
Sameer Singh
Hannaneh Hajishirzi
Luke Zettlemoyer
Marco Tulio Ribeiro
KELM
ReLM
LRM
318
192
0
16 Mar 2023
ViperGPT: Visual Inference via Python Execution for Reasoning
IEEE International Conference on Computer Vision (ICCV), 2023
Dídac Surís
Sachit Menon
Carl Vondrick
MLLM
LRM
ReLM
324
625
0
14 Mar 2023
Can neural networks do arithmetic? A survey on the elementary numerical skills of state-of-the-art deep learning models
Applied Sciences (Appl. Sci.), 2023
Alberto Testolin
AIMat
206
26
0
14 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities
Sherry Yang
Ofir Nachum
Yilun Du
Jason W. Wei
Pieter Abbeel
Dale Schuurmans
LM&Ro
OffRL
LRM
AI4CE
393
212
0
07 Mar 2023
Augmented Language Models: a Survey
Grégoire Mialon
Roberto Dessì
Maria Lomeli
Christoforos Nalmpantis
Ramakanth Pasunuru
...
Jane Dwivedi-Yu
Asli Celikyilmaz
Edouard Grave
Yann LeCun
Thomas Scialom
LRM
KELM
291
491
0
15 Feb 2023
Toolformer: Language Models Can Teach Themselves to Use Tools
Neural Information Processing Systems (NeurIPS), 2023
Timo Schick
Jane Dwivedi-Yu
Roberto Dessì
Roberta Raileanu
Maria Lomeli
Luke Zettlemoyer
Nicola Cancedda
Thomas Scialom
SyDa
RALM
447
2,744
0
09 Feb 2023
Teaching Algorithmic Reasoning via In-context Learning
Hattie Zhou
Azade Nova
Hugo Larochelle
Rameswar Panda
Behnam Neyshabur
Hanie Sedghi
LRM
ReLM
254
132
0
15 Nov 2022
Mind's Eye: Grounded Language Model Reasoning through Simulation
International Conference on Learning Representations (ICLR), 2022
Ruibo Liu
Jason W. Wei
S. Gu
Te-Yen Wu
Soroush Vosoughi
Claire Cui
Denny Zhou
Andrew M. Dai
ReLM
LRM
362
94
0
11 Oct 2022
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