{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T22:38:55Z","timestamp":1769207935592,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":20,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,1,4]],"date-time":"2024-01-04T00:00:00Z","timestamp":1704326400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,1,4]]},"DOI":"10.1145\/3632410.3632450","type":"proceedings-article","created":{"date-parts":[[2024,1,3]],"date-time":"2024-01-03T18:15:16Z","timestamp":1704305716000},"page":"444-448","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Speeding up LIME using Attention Weights"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5769-2405","authenticated-orcid":false,"given":"Sudarsun","family":"Santhiappan","sequence":"first","affiliation":[{"name":"BUDDI AI, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-7118-8962","authenticated-orcid":false,"given":"Mukesh Kumar","family":"Reghu","sequence":"additional","affiliation":[{"name":"BUDDI AI, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-4393-3783","authenticated-orcid":false,"given":"Mahendran","family":"Saminathan","sequence":"additional","affiliation":[{"name":"BUDDI AI, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-9510-5493","authenticated-orcid":false,"given":"Aakash","family":"Veerappan","sequence":"additional","affiliation":[{"name":"BUDDI AI, India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,1,4]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2716262"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-04083-2_1"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.35"},{"key":"e_1_3_2_1_4_1","volume-title":"Characterizing the Decision Boundary of Deep Neural Networks. CoRR abs\/1912.11460","author":"Karimi Hamid","year":"2019","unstructured":"Hamid Karimi, Tyler Derr, and Jiliang Tang. 2019. Characterizing the Decision Boundary of Deep Neural Networks. CoRR abs\/1912.11460 (2019). arXiv:1912.11460http:\/\/arxiv.org\/abs\/1912.11460"},{"key":"e_1_3_2_1_5_1","volume-title":"Proceedings of the 31st International Conference on Neural Information Processing Systems","author":"M.","unstructured":"Scott\u00a0M. Lundberg and Su-In Lee. 2017. A Unified Approach to Interpreting Model Predictions. In Proceedings of the 31st International Conference on Neural Information Processing Systems (Long Beach, California, USA) (NIPS\u201917). Curran Associates Inc., Red Hook, NY, USA, 4768\u20134777."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1100"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-44851-9_28"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35289-8_5"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCIS49240.2020.9257657"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(98)00116-6"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","unstructured":"Vineet Raina and Srinath Krishnamurthy. 2022. Natural Language Processing. 63\u201373. https:\/\/doi.org\/10.1007\/978-1-4842-7419-4_6","DOI":"10.1007\/978-1-4842-7419-4_6"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11491"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","unstructured":"Cedric Schockaert Vadim Macher and Alexander Schmitz. 2020. VAE-LIME: Deep Generative Model Based Approach for Local Data-Driven Model Interpretability Applied to the Ironmaking Industry. https:\/\/doi.org\/10.13140\/RG.2.2.15447.70567","DOI":"10.13140\/RG.2.2.15447.70567"},{"key":"e_1_3_2_1_15_1","volume-title":"An Extension of LIME with Improvement of Interpretability and Fidelity. CoRR abs\/2004.12277","author":"Shi Sheng","year":"2020","unstructured":"Sheng Shi, Yangzhou Du, and Wei Fan. 2020. An Extension of LIME with Improvement of Interpretability and Fidelity. CoRR abs\/2004.12277 (2020). arXiv:2004.12277https:\/\/arxiv.org\/abs\/2004.12277"},{"key":"e_1_3_2_1_16_1","volume-title":"LIMEtree: Interactively Customisable Explanations Based on Local Surrogate Multi-output Regression Trees. CoRR abs\/2005.01427","author":"Sokol Kacper","year":"2020","unstructured":"Kacper Sokol and Peter\u00a0A. Flach. 2020. LIMEtree: Interactively Customisable Explanations Based on Local Surrogate Multi-output Regression Trees. CoRR abs\/2005.01427 (2020)."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.3390\/inventions6040070"},{"key":"e_1_3_2_1_18_1","volume-title":"CoRR abs\/1706.03762","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan\u00a0N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017. Attention Is All You Need. CoRR abs\/1706.03762 (2017). arXiv:1706.03762http:\/\/arxiv.org\/abs\/1706.03762"},{"key":"e_1_3_2_1_19_1","volume-title":"Proceedings of the 39th International Conference on Machine Learning(Proceedings of Machine Learning Research, Vol.\u00a0162)","author":"Wei Hongxin","year":"2022","unstructured":"Hongxin Wei, Renchunzi Xie, Hao Cheng, Lei Feng, Bo An, and Yixuan Li. 2022. Mitigating Neural Network Overconfidence with Logit Normalization. In Proceedings of the 39th International Conference on Machine Learning(Proceedings of Machine Learning Research, Vol.\u00a0162), Kamalika Chaudhuri, Stefanie Jegelka, Le\u00a0Song, Csaba Szepesvari, Gang Niu, and Sivan Sabato (Eds.). PMLR, 23631\u201323644. https:\/\/proceedings.mlr.press\/v162\/wei22d.html"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1002"}],"event":{"name":"CODS-COMAD 2024: 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)","location":"Bangalore India","acronym":"CODS-COMAD 2024"},"container-title":["Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3632410.3632450","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3632410.3632450","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T13:36:30Z","timestamp":1755869790000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3632410.3632450"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1,4]]},"references-count":20,"alternative-id":["10.1145\/3632410.3632450","10.1145\/3632410"],"URL":"https:\/\/doi.org\/10.1145\/3632410.3632450","relation":{},"subject":[],"published":{"date-parts":[[2024,1,4]]},"assertion":[{"value":"2024-01-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}