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KLR 2023 : ICML Workshop on Knowledge and Logical Reasoning in the Era of Data-driven Learning


When Jul 29, 2023 - Jul 29, 2023
Where Honolulu, Hawaii
Submission Deadline May 26, 2023
Notification Due Jun 19, 2023
Final Version Due Jul 3, 2023
Categories    computer science   machine learning   artificial intelligence

Call For Papers

Important Dates
Submission Deadline May 26, 2023 (AOE)
Author notification June 16, 2023
Camera ready deadline July 3, 2023
Submission server
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).

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