Venelin Kovatchev
14 papers · 2018–2026 · 5 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (37)
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Topic Evolution
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Machine Learning
(11)
Natural Language Processing
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Applications · Natural Language Processing
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Deep Learning
(6)
Artificial Intelligence
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Generation
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(1)
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Keywords
text classification
(3)
out-of-distribution generalization
(2)
large language model
(2)
natural language processing
(2)
model interpretability
(2)
paraphrase detection
(2)
natural language inference
(2)
automated scoring
(2)
preference learning
(1)
model evaluation
(1)
style transfer
(1)
text annotation
(1)
explanation generation
(1)
question generation
(1)
transfer learning
(1)
information extraction
(1)
stratified sampling
(1)
in-context learning
(1)
reinforcement learning from human feedback
(1)
instruction tuning
(1)
Papers
Capturing Classic Authorial Style in Long-Form Story Generation with GRPO Fine-Tuning
CoNLL 2026
OldJoe at AVeriTeC: In-context learning for fact-checking
ACL 2025
Sources of Disagreement in Data for LLM Instruction Tuning
COLING 2025
Storybranch - generating multimedia content from novels
NAACL 2025
Structured Tender Entities Extraction from Complex Tables with Few-short Learning
COLING 2025
Benchmark Transparency: Measuring the Impact of Data on Evaluation
NAACL 2024
InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples
COLING 2022
longhorns at DADC 2022: How many linguists does it take to fool a Question Answering model? A systematic approach to adversarial attacks.
NAACL 2022
ProtoTEx: Explaining Model Decisions with Prototype Tensors
ACL 2022
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children’s mindreading ability
ACL 2021
An Analysis of Natural Language Inference Benchmarks through the Lens of Negation
EMNLP 2020
“What is on your mind?” Automated Scoring of Mindreading in Childhood and Early Adolescence
COLING 2020
Annotating and analyzing the interactions between meaning relations
ACL 2019
WARP-Text: a Web-Based Tool for Annotating Relationships between Pairs of Texts
COLING 2018