{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,7]],"date-time":"2026-08-07T16:40:12Z","timestamp":1786120812497,"version":"build-2736575974"},"publisher-location":"New York, NY, USA","reference-count":25,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,8,8]],"date-time":"2026-08-08T00:00:00Z","timestamp":1786147200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,8,9]]},"DOI":"10.1145\/3770855.3817596","type":"proceedings-article","created":{"date-parts":[[2026,8,7]],"date-time":"2026-08-07T01:08:33Z","timestamp":1786064913000},"page":"9290-9301","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["ARC-TGI: Human-Validated Task Generators with Reasoning Chain Templates for ARC-AGI"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9108-4278","authenticated-orcid":false,"given":"Jens","family":"Lehmann","sequence":"first","affiliation":[{"name":"Dresden University of Technology, Dresden, Germany and Amazon, Dresden, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-7891-140X","authenticated-orcid":false,"given":"Syeda","family":"Khushbakht","sequence":"additional","affiliation":[{"name":"Dresden University of Technology, Dresden, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-7735-9596","authenticated-orcid":false,"given":"Nikoo","family":"Salehfard","sequence":"additional","affiliation":[{"name":"TIB - Leibniz Information Centre, Hanover, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-3872-2240","authenticated-orcid":false,"given":"Nur A Zarin","family":"Nishat","sequence":"additional","affiliation":[{"name":"TIB - Leibniz Information Centre, Hanover, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-6955-5439","authenticated-orcid":false,"given":"Dhananjay","family":"Bhandiwad","sequence":"additional","affiliation":[{"name":"Dresden University of Technology, Dresden, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5547-9969","authenticated-orcid":false,"given":"Andrei","family":"Aioanei","sequence":"additional","affiliation":[{"name":"TIB - Leibniz Information Centre, Hanover, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7171-169X","authenticated-orcid":false,"given":"Sahar","family":"Vahdati","sequence":"additional","affiliation":[{"name":"TIB - Leibniz Information Centre, Hanover, Germany and Leibniz University of Hanover, Hanover, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,8,8]]},"reference":[{"key":"e_1_3_2_2_1_1","unstructured":"2024. ARC-AGI 2024 High Scores. https:\/\/arcprize.org\/leaderboard. Accessed: 2024-12-18."},{"key":"e_1_3_2_2_2_1","unstructured":"Marah Abdin Jyoti Aneja Harkirat Behl S\u00e9bastien Bubeck Ronen Eldan Suriya Gunasekar Michael Harrison Russell J Hewett Mojan Javaheripi Piero Kauffmann et al. 2024. Phi-4 technical report. arXiv preprint arXiv:2412.08905 (2024)."},{"key":"e_1_3_2_2_3_1","volume-title":"Omni-ARC: 2nd Place Solution for the ARC Prize 2024 Competition. ARC Prize 2024 competition writeup. https:\/\/ironbar.github.io\/arc24\/05_Solution_Summary\/. Accessed 2026-05-31","author":"Barbadillo Guillermo","unstructured":"Guillermo Barbadillo. 2024. Omni-ARC: 2nd Place Solution for the ARC Prize 2024 Competition. ARC Prize 2024 competition writeup. https:\/\/ironbar.github.io\/arc24\/05_Solution_Summary\/. Accessed 2026-05-31."},{"key":"e_1_3_2_2_4_1","unstructured":"Kiril Bikov Mikel Bober-Irizar and Soumya Banerjee. 2024. AugARC: Augmented Abstraction and Reasoning Benchmark for Large Language Models. https:\/\/openreview.net\/forum?id=cgUTWzgvCj."},{"key":"e_1_3_2_2_5_1","unstructured":"Cl\u00e9ment Bonnet and Matthew V Macfarlane. 2024. Searching Latent Program Spaces. (2024)."},{"key":"e_1_3_2_2_6_1","volume-title":"On the measure of intelligence. arXiv preprint arXiv:1911.01547","author":"Chollet Fran\u00e7ois","year":"2019","unstructured":"Fran\u00e7ois Chollet. 2019. On the measure of intelligence. arXiv preprint arXiv:1911.01547 (2019). https:\/\/arxiv.org\/abs\/1911.01547"},{"key":"e_1_3_2_2_7_1","unstructured":"Fran\u00e7ois Chollet Mike Knoop Gregory Kamradt and Bryan Landers. 2024. ARC Prize 2024: Technical Report. arXiv preprint arXiv:2412.04604 (2024). https:\/\/arxiv.org\/abs\/2412.04604"},{"key":"e_1_3_2_2_8_1","unstructured":"Abhimanyu Dubey Abhinav Jauhri Abhinav Pandey Abhishek Kadian Ahmad Al-Dahle Aiesha Letman Akhil Mathur Alan Schelten Amy Yang Angela Fan et al. 2024. The llama 3 herd of models. arXiv e-prints (2024) arXiv-2407."},{"key":"e_1_3_2_2_9_1","volume-title":"Addressing the Abstraction and Reasoning Corpus via Procedural Example Generation. arXiv preprint arXiv:2404.07353","author":"Hodel Michael","year":"2024","unstructured":"Michael Hodel. 2024. Addressing the Abstraction and Reasoning Corpus via Procedural Example Generation. arXiv preprint arXiv:2404.07353 (2024)."},{"key":"e_1_3_2_2_10_1","unstructured":"Michael Hodel. 2024. arc-dsl: A Domain-Specific Language for the Abstraction and Reasoning Corpus. https:\/\/github.com\/michaelhodel\/arc-dsl. Accessed: 2025-08-13."},{"key":"e_1_3_2_2_11_1","volume-title":"Diego de las Casas, Florian Bressand, Gianna Lengyel, Guillaume Lample, Lucile Saulnier, et al.","author":"Jiang Albert Q.","year":"2023","unstructured":"Albert Q. Jiang, Alexandre Sablayrolles, Arthur Mensch, Chris Bamford, Devendra Singh Chaplot, Diego de las Casas, Florian Bressand, Gianna Lengyel, Guillaume Lample, Lucile Saulnier, et al. 2023. Mistral 7B. arXiv preprint arXiv:2310.06825 (2023)."},{"key":"e_1_3_2_2_12_1","volume-title":"Diego de las Casas, Emma Bou Hanna, Florian Bressand, et al.","author":"Jiang Albert Q","year":"2024","unstructured":"Albert Q Jiang, Alexandre Sablayrolles, Antoine Roux, Arthur Mensch, Blanche Savary, Chris Bamford, Devendra Singh Chaplot, Diego de las Casas, Emma Bou Hanna, Florian Bressand, et al. 2024. Mixtral of experts. arXiv preprint arXiv:2401.04088 (2024)."},{"key":"e_1_3_2_2_13_1","volume-title":"Playgrounds for Abstraction and Reasoning. In NeurIPS 2022 Workshop on Neuro Causal and Symbolic AI (nCSI). https:\/\/openreview.net\/forum?id=F4RNpByoqP","author":"Kim Subin","year":"2022","unstructured":"Subin Kim, Prin Phunyaphibarn, Donghyun Ahn, and Sundong Kim. 2022. Playgrounds for Abstraction and Reasoning. In NeurIPS 2022 Workshop on Neuro Causal and Symbolic AI (nCSI). https:\/\/openreview.net\/forum?id=F4RNpByoqP"},{"key":"e_1_3_2_2_14_1","volume-title":"Proceedings of the 3rd Conference on Lifelong Learning Agents (CoLLAs). https:\/\/proceedings.mlr.press\/v274\/lee25a.html","author":"Lee Hosung","year":"2024","unstructured":"Hosung Lee, Sejin Kim, Seungpil Lee, Sanha Hwang, Jihwan Lee, Byung-Jun Lee, and Sundong Kim. 2024. ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning. In Proceedings of the 3rd Conference on Lifelong Learning Agents (CoLLAs). https:\/\/proceedings.mlr.press\/v274\/lee25a.html"},{"key":"e_1_3_2_2_15_1","volume-title":"Brenden M Lake, and Todd M Gureckis.","author":"LeGris Solim","year":"2024","unstructured":"Solim LeGris, Wai Keen Vong, Brenden M Lake, and Todd M Gureckis. 2024. HARC: A robust estimate of human performance on the abstraction and reasoning corpus benchmark. arXiv preprint arXiv:2409.01374 (2024)."},{"key":"e_1_3_2_2_16_1","unstructured":"Wen-Ding Li Keya Hu Carter Larsen Yuqing Wu Simon Alford et al. 2024. Combining Induction and Transduction for Abstract Reasoning. arXiv preprint arXiv:2411.02272 (2024). https:\/\/arxiv.org\/abs\/2411.02272"},{"key":"e_1_3_2_2_17_1","unstructured":"Michael D. Moffitt. 2025. ARC-GEN: A Mimetic Procedural Benchmark Generator for the Abstraction and Reasoning Corpus. arXiv:2511.00162 [cs.AI] https:\/\/arxiv.org\/abs\/2511.00162"},{"key":"e_1_3_2_2_18_1","volume-title":"The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain. arXiv preprint arXiv:2305.07141","author":"Moskvichev Arseny","year":"2023","unstructured":"Arseny Moskvichev, Victor Odouard, and Melanie Mitchell. 2023. The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain. arXiv preprint arXiv:2305.07141 (2023)."},{"key":"e_1_3_2_2_19_1","unstructured":"Team Olmo Allyson Ettinger Amanda Bertsch Bailey Kuehl David Graham David Heineman Dirk Groeneveld Faeze Brahman Finbarr Timbers Hamish Ivison et al. 2025. Olmo 3. arXiv preprint arXiv:2512.13961 (2025)."},{"key":"e_1_3_2_2_20_1","volume-title":"Towards Efficient Neurally-Guided Program Induction for ARC-AGI. arXiv preprint arXiv:2411.17708","author":"Ouellette Simon","year":"2024","unstructured":"Simon Ouellette. 2024. Towards Efficient Neurally-Guided Program Induction for ARC-AGI. arXiv preprint arXiv:2411.17708 (2024). https:\/\/arxiv.org\/abs\/2411.17708"},{"key":"e_1_3_2_2_21_1","unstructured":"Jean-Fran\u00e7ois Puget. 2024. A 2D nGPT Model for ARC Prize. Accessed: 2024-12-18."},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-emnlp.392"},{"key":"e_1_3_2_2_23_1","volume-title":"GIFARC: Synthetic Dataset for Leveraging Human- Intuitive Analogies to Elevate AI Reasoning. arXiv preprint arXiv:2505.20672","author":"Sim W.","year":"2025","unstructured":"W. Sim and H. Ryu. 2025. GIFARC: Synthetic Dataset for Leveraging Human- Intuitive Analogies to Elevate AI Reasoning. arXiv preprint arXiv:2505.20672 (2025). https:\/\/arxiv.org\/abs\/2505.20672"},{"key":"e_1_3_2_2_24_1","unstructured":"Gemma Team Aishwarya Kamath Johan Ferret Shreya Pathak Nino Vieillard Ramona Merhej Sarah Perrin Tatiana Matejovicova Alexandre Ram\u00e9 Morgane Rivi\u00e8re et al. 2025. Gemma 3 technical report. arXiv preprint arXiv:2503.19786 (2025)."},{"key":"e_1_3_2_2_25_1","unstructured":"An Yang Anfeng Li Baosong Yang Beichen Zhang Binyuan Hui Bo Zheng Bowen Yu Chang Gao Chengen Huang Chenxu Lv et al. 2025. Qwen3 technical report. arXiv preprint arXiv:2505.09388 (2025)."}],"event":{"name":"KDD '26: The 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Jeju Island Republic of Korea","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2"],"original-title":[],"deposited":{"date-parts":[[2026,8,7]],"date-time":"2026-08-07T01:27:35Z","timestamp":1786066055000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3770855.3817596"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8,8]]},"references-count":25,"alternative-id":["10.1145\/3770855.3817596","10.1145\/3770855"],"URL":"https:\/\/doi.org\/10.1145\/3770855.3817596","relation":{},"subject":[],"published":{"date-parts":[[2026,8,8]]},"assertion":[{"value":"2026-08-08","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}