Alexander Libov
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
large language model
(2)
text classification
(1)
text generation
(1)
information retrieval
(1)
masked language model
(1)
semantic analysis
(1)
class imbalance
(1)
uncertainty sampling
(1)
label efficiency
(1)
pre-trained language model
(1)
sequence-to-sequence model
(1)
correlation-based method
(1)
imbalanced dataset
(1)
cloze task
(1)
class balancing
(1)
product attribute
(1)
customer language
(1)
active learning
(1)
multi-token completion
(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
Towards Translating Objective Product Attributes Into Customer Language
NAACL 2024
Simple and Effective Multi-Token Completion from Masked Language Models
EACL 2023