🧑‍🔬 Who cites Kevin Ellis

76 citations of their works from 71 papers of our library (of the 149,439 whose bibliographies we read) · 25 with a page here, the most cited first · ← Kevin Ellis

1. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsarXiv:2206.04615 · Transactions on Machine Learning Research, May/2022, https://openreview.net/forum?id=uyTL5BvosjAarohi Srivastava, Abhinav Rastogi, Abhishek Rao, et al.2022 · 1,756 citations
2. Program Synthesis with Large Language ModelsarXiv:2108.07732Jacob Austin, Augustus Odena, Maxwell Nye, et al.2021 · 1,192 citations
3. CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement LearningConference on Neural Information Processing Systems (NeurIPS)Hung Le, Yue Wang, Akhilesh Deepak Gotmare, et al.2022 · 297 citations
4. Abstraction and analogy-making in artificial intelligenceMelanie Mitchell2021 · 161 citations
5. Identifying the Risks of LM Agents with an LM-Emulated SandboxarXiv:2309.15817Yangjun Ruan, Honghua Dong, Andrew Wang, et al.2023 · 96 citations
6. InterCode: Standardizing and Benchmarking Interactive Coding with Execution FeedbackConference on Neural Information Processing Systems (NeurIPS)John Yang, Akshara Prabhakar, Karthik Narasimhan, et al.2023 · 95 citations
7. Planning with Large Language Models for Code GenerationarXiv:2303.05510Shun Zhang, Zhenfang Chen, Yikang Shen, et al.2023 · 90 citations
8. Synthesizing Structured CAD Models with Equality Saturation and Inverse TransformationsProceedings of the ACM SIGPLAN Conference on Programming Language Design and ImplementationChandrakana Nandi, Max Willsey, Adam Anderson, et al.2020 · 77 citations
9. Hypothesis Generation with Large Language ModelsarXiv:2404.04326Yangqiaoyu Zhou; Haokun Liu; Tejes Srivastava; Hongyuan Mei;, Chenhao Tan2024 · 68 citations
10. Structural Language Models of CodearXiv:1910.00577Uri Alon, Roy Sadaka, Omer Levy, et al.2019 · 55 citations
11. Execution-based Code Generation using Deep Reinforcement LearningTransactions on Machine Learning ResearchParshin Shojaee, Aneesh Jain, Sindhu Tipirneni, et al.2023 · 47 citations
12. Fault-Aware Neural Code RankersConference on Neural Information Processing Systems (NeurIPS)Jeevana Priya Inala, Chenglong Wang, Mei Yang, et al.2022 · 39 citations
13. Learning Math Reasoning from Self-Sampled Correct and Partially-Correct SolutionsarXiv:2205.14318Ansong Ni, Jeevana Priya Inala, Chenglong Wang, et al.2022 · 39 citations
14. LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based RepresentationsarXiv:2305.18354Yudong Xu, Wenhao Li, Pashootan Vaezipoor, et al.2023 · 32 citations
15. PPTAgent: Generating and Evaluating Presentations Beyond Text-to-SlidesConference on Empirical Methods in Natural Language Processing (EMNLP)Hao Zheng, Xinyan Guan, Hao Kong, et al.2025 · 30 citations
16. Symbolic Regression with a Learned Concept LibraryConference on Neural Information Processing Systems (NeurIPS)Arya Grayeli, Atharva Sehgal, Omar Costilla-Reyes, et al.2024 · 23 citations
17. Communicating Natural Programs to Humans and MachinesConference on Neural Information Processing Systems (NeurIPS)Samuel Acquaviva, Yewen Pu, Marta Kryven, et al.2021 · 22 citations
18. Data-driven Discovery with Large Generative ModelsarXiv:2402.13610Bodhisattwa Prasad Majumder, Harshit Surana, Dhruv Agarwal, et al.2024 · 15 citations
19. Generating Code World Models with Large Language Models Guided by Monte Carlo Tree SearcharXiv:2405.15383Nicola Dainese, Matteo Merler, Minttu Alakuijala, et al.2024 · 14 citations
20. InnovatorBench: Evaluating Agents' Ability to Conduct Innovative LLM ResearcharXiv:2510.27598Yunze Wu, Dayuan Fu, Weiye Si, et al.2025 · 6 citations
21. EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic SynthesisFindings of the Association for Computational LinguisticsXiaoshuai Song, Haofei Chang, Guanting Dong, et al.2026 · 5 citations
22. From Storage to Experience: A Survey on the Evolution of LLM Agent Memory MechanismsFindings of the Association for Computational LinguisticsJinghao Luo, Yuchen Tian, Chuxue Cao, et al.2026 · 3 citations
23. From Statistical Relational to Neurosymbolic Artificial Intelligence: a SurveyarXiv:2108.11451Giuseppe Marra, Sebastijan Dumančić, Robin Manhaeve, et al.2021 · 3 citations
24. Code over Words: Overcoming Semantic Inertia via Code-Grounded ReasoningFindings of the Association for Computational LinguisticsManjie Xu, Isabella Yin, Xinyi Tu, et al.2026
25. Parallel-SFT: Improving Zero-Shot Cross-Programming-Language Transfer for Code RLFindings of the Association for Computational LinguisticsZhaofeng Wu, Shiqi Wang, Boya Peng, et al.2026

46 more citing papers of our library have no page here yet.

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