Michal Shmueli-Scheuer
18 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(14)
Generation
(10)
Machine Learning
(8)
Artificial Intelligence
(6)
Core AI
(6)
Applications Β· Natural Language Processing
(4)
Learning Types
(4)
Resources & Methods
(4)
Core Methods
(3)
Computer Science
(2)
Application Areas
(2)
Applications Β· Computer Science
(2)
Optimization & Theory
(2)
Keywords
document summarization
(5)
information retrieval
(4)
large language model
(3)
scholarly document processing
(3)
natural language generation
(3)
shared task
(3)
text summarization
(2)
model evaluation
(2)
benchmark evaluation
(2)
llm evaluation
(2)
scholarly document
(2)
information extraction
(1)
text analysis
(1)
text generation
(1)
in-context learning
(1)
natural language processing
(1)
paraphrase generation
(1)
knowledge distillation
(1)
neural text generation
(1)
document retrieval
(1)
Papers
Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents
ACL 2026
CLEAR: Error Analysis via LLM-as-a-Judge Made Easy
AAAI 2026
DOVE: A Large-Scale Multi-Dimensional Predictions Dataset Towards Meaningful LLM Evaluation
ACL 2025
Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models
ACL 2025
Efficient Benchmarking (of Language Models)
NAACL 2024
Navigating the Modern Evaluation Landscape: Considerations in Benchmarks and Frameworks for Large Language Models (LLMs)
COLING 2024
Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI
NAACL 2024
Active Learning for Natural Language Generation
EMNLP 2023
nBIIG: A Neural BI Insights Generation System for Table Reporting
AAAI 2023
Overview of the First Shared Task on Multi Perspective Scientific Document Summarization (MuP)
COLING 2022
Overview of the Third Workshop on Scholarly Document Processing
COLING 2022
Quality Controlled Paraphrase Generation
ACL 2022
Overview of the Second Workshop on Scholarly Document Processing
NAACL 2021
Overview and Insights from the Shared Tasks at Scholarly Document Processing 2020: CL-SciSumm, LaySumm and LongSumm
EMNLP 2020
Overview of the First Workshop on Scholarly Document Processing (SDP)
EMNLP 2020
A Summarization System for Scientific Documents
EMNLP 2019
TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks
ACL 2019
Detecting Egregious Conversations between Customers and Virtual Agents
NAACL 2018