Ori Ernst
14 papers · 2021–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (34) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🤝 Dynamic Duo (10)
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The Questioner
(2)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
(79)
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Research topics
Natural Language Processing
(12)
Generation
(10)
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(7)
Learning Types · Machine Learning
(6)
Applications · Natural Language Processing
(4)
Deep Learning
(3)
Application Areas
(3)
Core Methods
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Data Science & Analytics
(2)
Applications · Data Science & Analytics
(2)
Learning Types · Deep Learning
(2)
Keywords
multi-document summarization
(7)
text generation
(4)
text summarization
(3)
large language model
(2)
coreference resolution
(2)
abstractive summarization
(2)
salience detection
(2)
proposition alignment
(2)
confidence calibration
(1)
supervised classification
(1)
summarization evaluation
(1)
document analysis
(1)
probability calibration
(1)
benchmark dataset
(1)
natural language inference
(1)
probability distribution
(1)
performance prediction
(1)
model uncertainty
(1)
human evaluation
(1)
reasoning capability
(1)
Papers
Beyond Paraphrasing: Analyzing Summarization Abstractiveness and Reasoning
EMNLP 2025
Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution’s Characteristics
ACL 2025
PreSumm: Predicting Summarization Performance Without Summarizing
ACL 2025
Where Did That Come From? Sentence-Level Error-Tolerant Attribution
EMNLP 2025
The Power of Summary-Source Alignments
ACL 2024
OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization
EMNLP 2023
Re-Examining Summarization Evaluation across Multiple Quality Criteria
EMNLP 2023
Controlled Text Reduction
EMNLP 2022
Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations
NAACL 2022
How “Multi” is Multi-Document Summarization?
EMNLP 2022
Proposition-Level Clustering for Multi-Document Summarization
NAACL 2022
iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration
EMNLP 2021
QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions
EMNLP 2021
Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline
CoNLL 2021