ICLR 2025 Workshop DL4C Submissions

EnvBench: A Benchmark for Automated Environment Setup
Aleksandra Eliseeva, Alexander Kovrigin, Ilia Kholkin, Egor Bogomolov, Yaroslav Zharov
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution
Chengxing Xie, Bowen Li, Chang Gao, He Du, Wai Lam, Difan Zou, Kai Chen
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
LoRACode: LoRA Adapters for Code Embeddings
Saumya Chaturvedi, Aman Chadha, Laurent Bindschaedler
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Type-Constrained Code Generation with Language Models
Niels Mündler, Jingxuan He, Hao Wang, Koushik Sen, Dawn Song, Martin Vechev
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
NextCoder: Robust Adaptation of Code LMs to Diverse Code Edits
Tushar Aggarwal, Swayam Singh, Abhijeet Awasthi, Aditya Kanade, Nagarajan Natarajan
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Teaching Language Models to Critique via Reinforcement Learning
Zhihui Xie, Jie chen, Liyu Chen, Weichao Mao, Jingjing Xu, Lingpeng Kong
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models
Wenqi Pei, Hailing Xu, Henry Hengyuan Zhao, CHEN Han, Zining Zhang, Shizheng Hou, Luo Pingyi, Bingsheng He
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Cracking the Code of Action: a Generative Approach to Affordances for Reinforcement Learning
Lynn Cherif, Flemming Kondrup, David Venuto, Ankit Anand, Doina Precup, Khimya Khetarpal
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Training Software Engineering Agents and Verifiers with SWE-Gym
Jiayi Pan, Xingyao Wang, Graham Neubig, Navdeep Jaitly, Heng Ji, Alane Suhr, Yizhe Zhang
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
CLOVER: A Test Case Generation Benchmark with Coverage, Long-Context, and Verification
Jiacheng Xu, Bo Pang, Jin Qu, Hiroaki Hayashi, Caiming Xiong, Yingbo Zhou
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Improving Automated Issue Resolution via Comprehensive Repository Exploration
YINGWEI MA, Yue Liu
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Black-Box Adversarial Attacks on LLM-Based Code Completion
Slobodan Jenko, Niels Mündler, Jingxuan He, Mark Vero, Martin Vechev
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Diagnosing Robotics Systems Issues with Large Language Models – A Case Study
Jordis Emilia Herrmann, Aswath Mandakath Gopinath, Mikael Norrlof, Mark Niklas Mueller
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Generating Code to Verify Cryptic Crossword Reasoning
Martin Andrews, Sam Witteveen
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Shedding Light on Task Decomposition in Program Synthesis: The Driving Force of the Synthesizer Model
Janis Zenkner, Tobias Sesterhenn, Christian Bartelt
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Toward Trustworthy Neural Program Synthesis
Wen-Ding Li, Darren Yan Key, Kevin Ellis
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Tasks, Challenges, and Paths Towards AI for Software Engineering
Alex Gu, Naman Jain, Wen-Ding Li, Manish Shetty, Kevin Ellis, Koushik Sen, Armando Solar-Lezama
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Automated Benchmark Generation for Repository-Level Coding Tasks
Konstantinos Vergopoulos, Mark Niklas Mueller, Martin Vechev
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Adaptive Self-improvement LLM Agentic System for ML Library Development
Genghan Zhang, Weixin Liang, Olivia Hsu, Kunle Olukotun
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025 BestPaper
- Readers: Everyone
Arctic-SnowCoder: Demystifying High-Quality Data in Code Pretraining
Yuxiang Wei, Hojae Han, Rajhans Samdani
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- DL4C @ ICLR 2025
- Readers: Everyone
Contextual Augmented Multi-Model Programming (CAMP): A Local-Cloud Copilot Solution
Yuchen Wang, Shangxin Guo, Chee Wei Tan
- Published: 06 Mar 2025, Last Modified: 19 Apr 2025
- DL4C @ ICLR 2025
- Readers: Everyone