Computation and Language · Computer Science
SimulBench: Evaluating Language Models with Creative Simulation Tasks
Qi Jia, Xiang Yue, Tianyu Zheng, Jie Huang +1
2024-09-13
Artificial Intelligence · Computer Science
StepFun-Prover Preview: Let's Think and Verify Step by Step
Shijie Shang, Ruosi Wan, Yue Peng, Yutong Wu +3
2025-08-14
Computation and Language · Computer Science
CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance
Yongchao Chen, Yilun Hao, Yueying Liu, Yang Zhang +1
2025-05-30
Cryptography and Security · Computer Science
Hacking, The Lazy Way: LLM Augmented Pentesting
Dhruva Goyal, Sitaraman Subramanian, Aditya Peela, Nisha P. Shetty
2025-05-20
Cryptography and Security · Computer Science
A Preliminary Study on Using Large Language Models in Software Pentesting
Kumar Shashwat, Francis Hahn, Xinming Ou, Dmitry Goldgof +4
2024-02-01
Computation and Language · Computer Science
PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling
Yongchao Chen, Jacob Arkin, Yilun Hao, Yang Zhang +2
2024-10-04
Software Engineering · Computer Science
Are We Testing or Being Tested? Exploring the Practical Applications of Large Language Models in Software Testing
Robson Santos, Italo Santos, Cleyton Magalhaes, Ronnie de Souza Santos
2023-12-11
Software Engineering · Computer Science
Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming
Anisha Agarwal, Aaron Chan, Shubham Chandel, Jinu Jang +5
2024-02-23
Computation and Language · Computer Science
A Survey on Feedback-based Multi-step Reasoning for Large Language Models on Mathematics
Ting-Ruen Wei, Haowei Liu, Xuyang Wu, Yi Fang
2025-02-21
Information Retrieval · Computer Science
LLMRec: Benchmarking Large Language Models on Recommendation Task
Junling Liu, Chao Liu, Peilin Zhou, Qichen Ye +7
2023-08-24
Computation and Language · Computer Science
CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models
Xintong Wang, Jingheng Pan, Liang Ding, Longyue Wang +3
2025-06-03
Information Retrieval · Computer Science
CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation
Yang Zhang, Fuli Feng, Jizhi Zhang, Keqin Bao +2
2025-06-17
Software Engineering · Computer Science
LLMLOOP: Improving LLM-Generated Code and Tests through Automated Iterative Feedback Loops
Ravin Ravi, Dylan Bradshaw, Stefano Ruberto, Gunel Jahangirova +1
2026-03-26
Computation and Language · Computer Science
LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking
Fahim Dalvi, Maram Hasanain, Sabri Boughorbel, Basel Mousi +9
2024-02-27
Software Engineering · Computer Science
Large Language Models for Software Testing Education: an Experience Report
Peng Yang, Yunfeng Zhu, Chao Chang, Shengcheng Yu +2
2026-03-30
Artificial Intelligence · Computer Science
LeanProgress: Guiding Search for Neural Theorem Proving via Proof Progress Prediction
Robert Joseph George, Suozhi Huang, Peiyang Song, Anima Anandkumar
2026-01-21
Formal Languages and Automata Theory · Computer Science
TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts
Ruida Wang, Jipeng Zhang, Yizhen Jia, Rui Pan +3
2024-10-07
Artificial Intelligence · Computer Science
InternLM2.5-StepProver: Advancing Automated Theorem Proving via Critic-Guided Search
Zijian Wu, Suozhi Huang, Zhejian Zhou, Huaiyuan Ying +4
2025-10-22
Computation and Language · Computer Science
LingBench++: A Linguistically-Informed Benchmark and Reasoning Framework for Multi-Step and Cross-Cultural Inference with LLMs
Da-Chen Lian, Ri-Sheng Huang, Pin-Er Chen, Chunki Lim +6
2025-07-25