Search Results for author: Joel Barry

Found 3 papers, 1 papers with code

SEARCHER: Shared Embedding Architecture for Effective Retrieval

no code implementations LREC 2020 Joel Barry, Elizabeth Boschee, Marjorie Freedman, Scott Miller

We describe an approach to cross lingual information retrieval that does not rely on explicit translation of either document or query terms.

Information Retrieval Translation

SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document Triage

no code implementations ACL 2019 Elizabeth Boschee, Joel Barry, Jayadev Billa, Marjorie Freedman, Thamme Gowda, Constantine Lignos, Chester Palen-Michel, Michael Pust, Banriskhem Kayang Khonglah, Srikanth Madikeri, Jonathan May, Scott Miller

In this paper we present an end-to-end cross-lingual information retrieval (CLIR) and summarization system for low-resource languages that 1) enables English speakers to search foreign language repositories of text and audio using English queries, 2) summarizes the retrieved documents in English with respect to a particular information need, and 3) provides complete transcriptions and translations as needed.

Information Retrieval Machine Translation +1

Automated Generation of Multilingual Clusters for the Evaluation of Distributed Representations

1 code implementation4 Nov 2016 Philip Blair, Yuval Merhav, Joel Barry

We propose a language-agnostic way of automatically generating sets of semantically similar clusters of entities along with sets of "outlier" elements, which may then be used to perform an intrinsic evaluation of word embeddings in the outlier detection task.

Outlier Detection Sentiment Analysis +1

Cannot find the paper you are looking for? You can Submit a new open access paper.