no code implementations • ACL 2020 • Chao Shang, Sarthak Dash, Md. Faisal Mahbub Chowdhury, N Mihindukulasooriya, ana, Alfio Gliozzo
However, there has been no attempt to exploit GNN to create taxonomies.
no code implementations • IJCNLP 2019 • Nicolas Rodolfo Fauceglia, Alfio Gliozzo, Sarthak Dash, Md. Faisal Mahbub Chowdhury, N Mihindukulasooriya, ana
The Knowledge Graph Induction Service (KGIS) is an end-to-end knowledge induction system.
no code implementations • 23 Sep 2019 • Sarthak Dash, Md. Faisal Mahbub Chowdhury, Alfio Gliozzo, Nandana Mihindukulasooriya, Nicolas Rodolfo Fauceglia
This paper introduces Strict Partial Order Networks (SPON), a novel neural network architecture designed to enforce asymmetry and transitive properties as soft constraints.
no code implementations • 23 May 2019 • Md. Faisal Mahbub Chowdhury, Robert Farrell
This paper describes a new approach, called Terminological Bucket Indexing (TBI), for efficient indexing and retrieval of both nested and super terms using a single method.
no code implementations • 22 Apr 2018 • Md. Faisal Mahbub Chowdhury, Vijil Chenthamarakshan, Rishav Chakravarti, Alfio M. Gliozzo
State of the art approaches for (embedding based) unsupervised semantic search exploits either compositional similarity (of a query and a passage) or pair-wise word (or term) similarity (from the query and the passage).
no code implementations • 23 Sep 2017 • Michael R. Glass, Md. Faisal Mahbub Chowdhury, Alfio M. Gliozzo
This paper addresses automatic extraction of abbreviations (encompassing acronyms and initialisms) and corresponding long-form expansions from plain unstructured text.
no code implementations • LREC 2012 • Md. Faisal Mahbub Chowdhury, Alberto Lavelli
Relation extraction (RE) is an important text mining task which is the basis for further complex and advanced tasks.