Search Results for author: Edward Burgin

Found 3 papers, 0 papers with code

DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval

no code implementations SIGDIAL (ACL) 2021 Haytham Assem, Sourav Dutta, Edward Burgin

Automated Frequently Asked Question (FAQ) retrieval provides an effective procedure to provide prompt responses to natural language based queries, providing an efficient platform for large-scale service-providing companies for presenting readily available information pertaining to customers’ questions.

Retrieval Semantic Similarity +3

Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval

no code implementations23 Aug 2021 Sourav Dutta, Haytham Assem, Edward Burgin

Frequently-Asked-Question (FAQ) retrieval provides an effective procedure for responding to user's natural language based queries.

Keyword Extraction Question Answering +1

NextGen AML: Distributed Deep Learning based Language Technologies to Augment Anti Money Laundering Investigation

no code implementations ACL 2018 Jingguang Han, Utsab Barman, Jeremiah Hayes, Jinhua Du, Edward Burgin, Dadong Wan

Most of the current anti money laundering (AML) systems, using handcrafted rules, are heavily reliant on existing structured databases, which are not capable of effectively and efficiently identifying hidden and complex ML activities, especially those with dynamic and time-varying characteristics, resulting in a high percentage of false positives.

Decision Making Entity Linking +2

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