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API Pack: A Massive Multi-Programming Language Dataset for API Call Generation
14 February 2024
Zhen Guo
Adriana Meza Soria
Wei Sun
Songlin Yang
Yikang Shen
ELM
ALM
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Papers citing
"API Pack: A Massive Multi-Programming Language Dataset for API Call Generation"
34 / 34 papers shown
TOUCAN: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments
Zhangchen Xu
Adriana Meza Soria
Shawn Tan
Anurag Roy
Ashish Sunil Agrawal
Radha Poovendran
Rameswar Panda
218
17
0
01 Oct 2025
Kanana: Compute-efficient Bilingual Language Models
Kanana LLM Team
Yunju Bak
Hojin Lee
Minho Ryu
Jiyeon Ham
...
Daniel Lee
Minchul Lee
MinHyung Lee
Shinbok Lee
Gaeun Seo
421
17
0
26 Feb 2025
Granite Code Models: A Family of Open Foundation Models for Code Intelligence
Mayank Mishra
Matt Stallone
Gaoyuan Zhang
Songlin Yang
Aditya Prasad
...
Amith Singhee
Nirmit Desai
David D. Cox
Ruchir Puri
Yikang Shen
AI4TS
410
131
0
07 May 2024
Octopus: On-device language model for function calling of software APIs
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Wei Chen
Zhiyuan Li
Mingyuan Ma
LLMAG
368
24
0
02 Apr 2024
StarCoder 2 and The Stack v2: The Next Generation
Anton Lozhkov
Raymond Li
Loubna Ben Allal
Federico Cassano
J. Lamy-Poirier
...
Sean M. Hughes
Thomas Wolf
Arjun Guha
Leandro von Werra
H. D. Vries
OSLM
ELM
411
631
0
29 Feb 2024
HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization
Qiwei Peng
Yekun Chai
Xuhong Li
ELM
LM&MA
390
95
0
26 Feb 2024
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Siyu Yuan
Kaitao Song
Jiangjie Chen
Xu Tan
Yongliang Shen
Ren Kan
Dongsheng Li
Deqing Yang
LLMAG
338
138
0
11 Jan 2024
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning
Wei Liu
Weihao Zeng
Keqing He
Yong Jiang
Junxian He
ALM
583
362
0
25 Dec 2023
Large Language Models for Software Engineering: A Systematic Literature Review
ACM Transactions on Software Engineering and Methodology (TOSEM), 2023
Xinying Hou
Yanjie Zhao
Yue Liu
Zhou Yang
Kailong Wang
Li Li
Xiapu Luo
David Lo
John C. Grundy
Haoyu Wang
490
912
0
21 Aug 2023
OctoPack: Instruction Tuning Code Large Language Models
International Conference on Learning Representations (ICLR), 2023
Niklas Muennighoff
Qian Liu
A. Zebaze
Qinkai Zheng
Binyuan Hui
Terry Yue Zhuo
Swayam Singh
Xiangru Tang
Leandro von Werra
Shayne Longpre
VLM
ALM
424
203
0
14 Aug 2023
#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
International Conference on Learning Representations (ICLR), 2023
Keming Lu
Hongyi Yuan
Zheng Yuan
Runji Lin
Junyang Lin
Chuanqi Tan
Chang Zhou
Jingren Zhou
ALM
LRM
279
117
0
14 Aug 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
International Conference on Learning Representations (ICLR), 2023
Yujia Qin
Shi Liang
Yining Ye
Kunlun Zhu
Lan Yan
...
Jie Zhou
Mark B. Gerstein
Dahai Li
Zhiyuan Liu
Maosong Sun
CLL
ALM
LLMAG
ELM
LM&MA
711
1,406
0
31 Jul 2023
VeriGen: A Large Language Model for Verilog Code Generation
Shailja Thakur
Baleegh Ahmad
Hammond Pearce
Benjamin Tan
Brendan Dolan-Gavitt
Ramesh Karri
S. Garg
477
321
0
28 Jul 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models
Hugo Touvron
Louis Martin
Kevin R. Stone
Peter Albert
Amjad Almahairi
...
Sharan Narang
Aurelien Rodriguez
Robert Stojnic
Sergey Edunov
Thomas Scialom
AI4MH
ALM
12.4K
16,448
0
18 Jul 2023
AlpaGasus: Training A Better Alpaca with Fewer Data
Lichang Chen
Shiyang Li
Jun Yan
Hai Wang
Kalpa Gunaratna
...
Zheng Tang
Vijay Srinivasan
Wanrong Zhu
Heng-Chiao Huang
Hongxia Jin
ALM
580
261
0
17 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
902
3,210
0
06 Jul 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
361
338
0
08 Jun 2023
SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models
Neural Information Processing Systems (NeurIPS), 2023
Hongxin Li
Jingran Su
Yuntao Chen
Qing Li
Zhaoxiang Zhang
LMTD
333
57
0
30 May 2023
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
Neural Information Processing Systems (NeurIPS), 2023
Rui Yang
Lin Song
Yanwei Li
Sijie Zhao
Yixiao Ge
Xiu Li
Ying Shan
SyDa
MLLM
326
307
0
30 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
372
110
0
25 May 2023
Gorilla: Large Language Model Connected with Massive APIs
Neural Information Processing Systems (NeurIPS), 2023
Shishir G. Patil
Tianjun Zhang
Xin Wang
Joseph E. Gonzalez
ELM
CLL
ALM
SyDa
561
1,074
0
24 May 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yue Wang
Hung Le
Akhilesh Deepak Gotmare
Nghi D. Q. Bui
Junnan Li
Steven C. H. Hoi
ALM
487
686
0
13 May 2023
StarCoder: may the source be with you!
Raymond Li
Loubna Ben Allal
Yangtian Zi
Niklas Muennighoff
Denis Kocetkov
...
Sean M. Hughes
Thomas Wolf
Arjun Guha
Leandro von Werra
H. D. Vries
648
1,150
0
09 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
Neural Information Processing Systems (NeurIPS), 2023
Jiawei Liu
Chun Xia
Yuyao Wang
Lingming Zhang
ELM
ALM
1.2K
1,632
0
02 May 2023
The Programmer's Assistant: Conversational Interaction with a Large Language Model for Software Development
International Conference on Intelligent User Interfaces (IUI), 2023
Steven I. Ross
Fernando Martinez
Stephanie Houde
Michael J. Muller
Justin D. Weisz
289
315
0
14 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
701
3,469
0
09 Feb 2023
Self-Instruct: Aligning Language Models with Self-Generated Instructions
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yizhong Wang
Yeganeh Kordi
Swaroop Mishra
Alisa Liu
Noah A. Smith
Daniel Khashabi
Hannaneh Hajishirzi
ALM
SyDa
LRM
1.0K
3,115
0
20 Dec 2022
Large Language Models Meet NL2Code: A Survey
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Daoguang Zan
B. Chen
Fengji Zhang
Di Lu
Bingchao Wu
Bei Guan
Yongji Wang
Jian-Guang Lou
ELM
ALM
369
253
0
19 Dec 2022
Repository-Level Prompt Generation for Large Language Models of Code
International Conference on Machine Learning (ICML), 2022
Disha Shrivastava
Hugo Larochelle
Daniel Tarlow
503
179
0
26 Jun 2022
Automatic Generation of Programming Exercises and Code Explanations using Large Language Models
International Computing Education Research Workshop (ICER), 2022
Sami Sarsa
Paul Denny
Arto Hellas
Juho Leinonen
ELM
528
463
0
03 Jun 2022
A Systematic Evaluation of Large Language Models of Code
Frank F. Xu
Uri Alon
Graham Neubig
Vincent J. Hellendoorn
ELM
ALM
660
848
0
26 Feb 2022
Synchromesh: Reliable code generation from pre-trained language models
International Conference on Learning Representations (ICLR), 2022
Gabriel Poesia
Oleksandr Polozov
Vu Le
A. Tiwari
Gustavo Soares
Christopher Meek
Sumit Gulwani
342
198
0
26 Jan 2022
Program Synthesis with Large Language Models
Jacob Austin
Augustus Odena
Maxwell Nye
Maarten Bosma
Henryk Michalewski
...
Ellen Jiang
Carrie J. Cai
Michael Terry
Quoc V. Le
Charles Sutton
ELM
AIMat
ReCod
ALM
710
3,421
0
16 Aug 2021
Evaluating Large Language Models Trained on Code
Mark Chen
Jerry Tworek
Heewoo Jun
Qiming Yuan
Henrique Pondé
...
Bob McGrew
Dario Amodei
Sam McCandlish
Ilya Sutskever
Wojciech Zaremba
ELM
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0
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