Ayal Klein
10 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
🗃️
Keyword Collector
(50)
Top co-authors
Research topics
Natural Language Processing
(10)
Applications
(8)
Understanding
(7)
Artificial Intelligence
(3)
Interdisciplinary
(3)
Machine Learning
(3)
Generation
(3)
Resources & Methods
(3)
Deep Learning
(2)
Application Areas
(2)
Core AI
(2)
Learning Types
(2)
Linguistics
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Keywords
question answering
(5)
semantic role labeling
(4)
predicate-argument structure
(3)
natural language understanding
(2)
semantic relation
(2)
semantic parsing
(2)
question-answer pair
(2)
predicate-argument relation
(2)
multi-task learning
(2)
text representation
(2)
cross-domain learning
(1)
coreference resolution
(1)
abstract meaning representation
(1)
transfer learning
(1)
text summarization
(1)
social media analysis
(1)
annotation quality
(1)
textual entailment
(1)
social media
(1)
semantic decomposition
(1)
Papers
Effective QA-Driven Annotation of Predicate–Argument Relations Across Languages
EACL 2026
Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines
NAACL 2025
QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs
IJCNLP 2025
Explicating the Implicit: Argument Detection Beyond Sentence Boundaries
ACL 2024
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction
ACL 2022
QASem Parsing: Text-to-text Modeling of QA-based Semantics
EMNLP 2022
QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions
EMNLP 2021
Controlled Crowdsourcing for High-Quality QA-SRL Annotation
ACL 2020
QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines
EMNLP 2020
QANom: Question-Answer driven SRL for Nominalizations
COLING 2020