Search Results for author: Hillel Taub-Tabib

Found 8 papers, 3 papers with code

Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation

no code implementations18 Sep 2023 Itay Yair, Hillel Taub-Tabib, Yoav Goldberg

Information extraction systems often produce hundreds to thousands of strings on a specific topic.

Large Scale Substitution-based Word Sense Induction

no code implementations ACL 2022 Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg

We present a word-sense induction method based on pre-trained masked language models (MLMs), which can cheaply scale to large vocabularies and large corpora.

Outlier Detection Word Embeddings +1

Neural Extractive Search

no code implementations ACL 2021 Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg

We advocate for a search paradigm called ``extractive search'', in which a search query is enriched with capture-slots, to allow for such rapid extraction.

Retrieval

Interactive Extractive Search over Biomedical Corpora

no code implementations WS 2020 Hillel Taub-Tabib, Micah Shlain, Shoval Sadde, Dan Lahav, Matan Eyal, Yaara Cohen, Yoav Goldberg

We present a system that allows life-science researchers to search a linguistically annotated corpus of scientific texts using patterns over dependency graphs, as well as using patterns over token sequences and a powerful variant of boolean keyword queries.

Retrieval Sentence

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