Ariel Gera
16 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (32)
🧬
Topic Evolution
👥
Mega-Team · Squad
🤝
Dynamic Duo
(12)
🗃️
Keyword Collector
(78)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(13)
Natural Language Processing
(12)
Learning Types · Machine Learning
(8)
Artificial Intelligence
(7)
Applications
(7)
Core AI
(6)
Core Methods
(4)
Application Areas
(3)
Generation
(3)
Resources & Methods
(3)
Deep Learning
(2)
Optimization & Theory
(2)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
text classification
(5)
active learning
(4)
argument mining
(3)
benchmark evaluation
(2)
model evaluation
(2)
natural language processing
(2)
information extraction
(1)
natural language inference
(1)
transfer learning
(1)
text mining
(1)
text generation
(1)
in-context learning
(1)
model selection
(1)
natural language generation
(1)
response generation
(1)
prompt engineering
(1)
knowledge extraction
(1)
named entity recognition
(1)
semi-supervised learning
(1)
contrastive learning
(1)
Papers
Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation
EMNLP 2025
JuStRank: Benchmarking LLM Judges for System Ranking
ACL 2025
Efficient Benchmarking (of Language Models)
NAACL 2024
Label-Efficient Model Selection for Text Generation
ACL 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
The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers
ACL 2023
Cluster & Tune: Boost Cold Start Performance in Text Classification
ACL 2022
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours
EMNLP 2022
Zero-Shot Text Classification with Self-Training
EMNLP 2022
Active Learning for BERT: An Empirical Study
EMNLP 2020
Corpus Wide Argument Mining—A Working Solution
AAAI 2020
A Dataset of General-Purpose Rebuttal
EMNLP 2019
Argument Invention from First Principles
ACL 2019
Financial Event Extraction Using Wikipedia-Based Weak Supervision
EMNLP 2019