Yaron Fairstein
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Research topics
Keywords
active learning
(1)
text classification
(1)
text generation
(1)
information retrieval
(1)
dense retrieval
(1)
class imbalance
(1)
uncertainty sampling
(1)
label efficiency
(1)
latency reduction
(1)
imbalanced dataset
(1)
class balancing
(1)
large language model
(1)
passage encoder
(1)
query encoding
(1)
efficient encoder
(1)
Papers
ChaI-TeA: A Benchmark for Evaluating Autocompletion of Interactions with LLM-based Chatbots
NAACL 2025
Class Balancing for Efficient Active Learning in Imbalanced Datasets
EACL 2024
Evaluating D-MERIT of Partial-annotation on Information Retrieval
EMNLP 2024
Extremely efficient online query encoding for dense retrieval
NAACL 2024