activity
20192022
most citedQA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions

1 citations · 2 across the 4 of their papers we have counts for

collaborators

5 papers

cs.CL20221 cited

Controlled Text Reduction

Aviv Slobodkin, Paul Roit, Eran Hirsch +2

Producing a reduced version of a source text, as in generic or focused summarization, inherently involves two distinct subtasks: deciding on targeted content and generating a coher…

cs.CL2021

Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations

Daniela Brook Weiss, Paul Roit, Ori Ernst +1

NLP models that compare or consolidate information across multiple documents often struggle when challenged with recognizing substantial information redundancies across the texts.…

cs.CL20211 cited

QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions

Daniela Brook Weiss, Paul Roit, Ayal Klein +2

Multi-text applications, such as multi-document summarization, are typically required to model redundancies across related texts. Current methods confronting consolidation struggle…

cs.CL2021

Asking It All: Generating Contextualized Questions for any Semantic Role

Valentina Pyatkin, Paul Roit, Julian Michael +3

Asking questions about a situation is an inherent step towards understanding it. To this end, we introduce the task of role question generation, which, given a predicate mention an…

cs.CL2019

Controlled Crowdsourcing for High-Quality QA-SRL Annotation

Paul Roit, Ayal Klein, Daniela Stepanov +5

Question-answer driven Semantic Role Labeling (QA-SRL) was proposed as an attractive open and natural flavour of SRL, potentially attainable from laymen. Recently, a large-scale cr…