Call for Papers |
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Important Dates
Submission Deadline May 26, 2023 (AOE) Author notification June 16, 2023 Camera ready deadline July 3, 2023 Submission server https://cmt3.research.microsoft.com/KLR2023/ Submission format Submissions need to be anonymized and should include at most 8 pages, excluding the references and appendices. Please adhere to the ICML 2023 guidelines and style templates. We invite submissions that jointly focus on data-driven learning and knowledge, logical, rule-based and commonsense reasoning. They may describe completed research or work-in-progress. Topics of interest include, but are not limited to, the following: Trustworthy machine learning using knowledge reasoning, extraction and integration Knowledge and logic reasoning for counteracting bias, variance, and uncertainty of data Knowledge utilization for efficient data generation and labeling Knowledge graphs combined with language and vision models for better generalization Natural language reasoning for large language models Knowledge graphs for verification of generative models Factual grounding and attacking hallucination Scaling task and instruction-based fine tuning of LLMs Knowledge retrieval, knowledge extraction and knowledge graph construction Relational and graph based reasoning Contrastive learning for reasoning Semantic search and hypothesis discovery Automated theorem proving and deductive, abductive and inductive reasoning Physical laws and neural networks - geometric deep learning Neural algorithmic and logic reasoning Submissions will be reviewed in a double-blind setting. The workshop is non-archival and will not have any official proceedings. Based on the PC’s recommendation, the accepted papers will be allocated either a contributed talk or a poster presentation. Both in-person and virtual formats will be accommodated for the poster sessions. We offer a Best Paper Award ($1,000) and several travel grants (complimentary ICML conference registrations). |
Summary |
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KLR 2023 : ICML Workshop on Knowledge and Logical Reasoning in the Era of Data-driven Learning will take place in Honolulu, Hawaii. It’s a 1 day event starting on Jul 29, 2023 (Saturday) and will be winded up on Jul 29, 2023 (Saturday). KLR 2023 falls under the following areas: COMPUTER SCIENCE, MACHINE LEARNING, ARTIFICIAL INTELLIGENCE, etc. Submissions for this Workshop can be made by May 26, 2023. Authors can expect the result of submission by Jun 19, 2023. Upon acceptance, authors should submit the final version of the manuscript on or before Jul 3, 2023 to the official website of the Workshop. Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines. Other Details of the KLR 2023
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Credits and Sources |
| [1] KLR 2023 : ICML Workshop on Knowledge and Logical Reasoning in the Era of Data-driven Learning |
