Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification

no code implementations • EMNLP 2020 • Prithviraj Sen, Marina Danilevsky, Yunyao Li, Siddhartha Brahma, Matthias Boehm, Laura Chiticariu, Rajasekar Krishnamurthy

Our user studies confirm that the learned LEs are explainable and capture domain semantics.

General Classification Inductive logic programming +4

Development of an Enterprise-Grade Contract Understanding System

no code implementations • NAACL 2021 • Arvind Agarwal, Laura Chiticariu, Poornima Chozhiyath Raman, Marina Danilevsky, Diman Ghazi, Ankush Gupta, Shanmukha Guttula, Yannis Katsis, Rajasekar Krishnamurthy, Yunyao Li, Shubham Mudgal, Vitobha Munigala, Nicholas Phan, Dhaval Sonawane, Sneha Srinivasan, Sudarshan R. Thitte, Mitesh Vasa, Ramiya Venkatachalam, Vinitha Yaski, Huaiyu Zhu

Contracts are arguably the most important type of business documents.

Towards Efficient Named-Entity Rule Induction for Customizability

no code implementations • EMNLP 2012 • Ajay Nagesh, Ganesh Ramakrishnan, Laura Chiticariu, Rajasekar Krishnamurthy, Ankush Dharkar, Pushpak Bhattacharyya

Named Entity Recognition (NER)