Jan Šnajder
49 papers · 2008–2026 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (56) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Keyword Trendsetter Combo
(3)
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Deep Specialist
(13)
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Topic Evolution
🏆
Keyword Champion
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Keyword Pioneer
📈
Trend Setter
🔥
Unstoppable · Gold
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The Questioner
(3)
🌈
Renaissance Researcher
(5)
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Keyword Collector
(180)
💎
Century Club · Bronze
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Prolific Year · Productive
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Research topics
Machine Learning
(31)
Natural Language Processing
(27)
Core Methods
(25)
Applications · Natural Language Processing
(24)
Artificial Intelligence
(10)
Learning Types · Machine Learning
(9)
Deep Learning
(8)
Application Areas
(7)
Core AI
(7)
Interdisciplinary
(6)
Resources & Methods
(6)
Learning Types · Deep Learning
(5)
Data Science & Analytics
(4)
Applications · Data Science & Analytics
(4)
Social
(4)
Keywords
text classification
(13)
large language model
(4)
social media analysis
(4)
feature engineering
(3)
zero-shot learning
(3)
sentiment analysis
(3)
social media text
(3)
active learning
(3)
information retrieval
(3)
natural language processing
(3)
support vector machine
(3)
word embedding
(3)
neural network interpretability
(2)
transfer learning
(2)
document representation
(2)
attention mechanism
(2)
sequence classification
(2)
binary classification
(2)
prompt engineering
(2)
information extraction
(2)
Papers
A Multi-Aspect Evaluation Framework for Synthetic Data: Case Study on Irony and Sarcasm
EACL 2026
Sequence Repetition Enhances Token Embeddings and Improves Sequence Labeling with Decoder-only Language Models
EACL 2026
What Makes You CLIC: Detection of Croatian Clickbait Headlines
ACL 2025
Are ELECTRA’s Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity
EMNLP 2024
Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines?
EMNLP 2024
Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection
EACL 2024
LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma
ACL 2024
Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling
ACL 2024
Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness
ICLR 2024
ALANNO: An Active Learning Annotation System for Mortals
EACL 2023
Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods
ACL 2023
On Dataset Transferability in Active Learning for Transformers
ACL 2023
Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings
EMNLP 2023
Target Two Birds With One SToNe: Entity-Level Sentiment and Tone Analysis in Croatian News Headlines
EACL 2023
Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation Recommendation
COLING 2022
NLPOP: a Dataset for Popularity Prediction of Promoted NLP Research on Twitter
ACL 2022
You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis
EMNLP 2022
PANDORA Talks: Personality and Demographics on Reddit
NAACL 2021
Improved Local Citation Recommendation Based on Context Enhanced with Global Information
EMNLP 2020
Staying True to Your Word: (How) Can Attention Become Explanation?
ACL 2020
Analysing Rhetorical Structure as a Key Feature of Summary Coherence
ACL 2019
Evaluating Automatic Term Extraction Methods on Individual Documents
ACL 2019
Preemptive Toxic Language Detection in Wikipedia Comments Using Thread-Level Context
ACL 2019
Proceedings of the 7th Workshop on Balto-Slavic Natural Language Processing
ACL 2019
TakeLab at SemEval-2019 Task 4: Hyperpartisan News Detection
SemEval 2019
Combining Shallow and Deep Learning for Aggressive Text Detection
COLING 2018
Cross-Domain Detection of Abusive Language Online
EMNLP 2018
Iterative Recursive Attention Model for Interpretable Sequence Classification
EMNLP 2018
Lexical Substitution for Evaluating Compositional Distributional Models
NAACL 2018
Not Just Depressed: Bipolar Disorder Prediction on Reddit
EMNLP 2018
Reddit: A Gold Mine for Personality Prediction
NAACL 2018
TakeLab at SemEval-2018 Task12: Argument Reasoning Comprehension with Skip-Thought Vectors
SemEval 2018
TakeLab at SemEval-2018 Task 7: Combining Sparse and Dense Features for Relation Classification in Scientific Texts
SemEval 2018
TakeLab at SemEval-2017 Task 4: Recent Deaths and the Power of Nostalgia in Sentiment Analysis in Twitter
SemEval 2017
TakeLab at SemEval-2017 Task 5: Linear aggregation of word embeddings for fine-grained sentiment analysis of financial news
SemEval 2017
TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages
SemEval 2017
TakeLab-QA at SemEval-2017 Task 3: Classification Experiments for Answer Retrieval in Community QA
SemEval 2017
Using Analytic Scoring Rubrics in the Automatic Assessment of College-Level Summary Writing Tasks in L2
IJCNLP 2017
Predictability of Distributional Semantics in Derivational Word Formation
COLING 2016
TakeLab at SemEval-2016 Task 6: Stance Classification in Tweets Using a Genetic Algorithm Based Ensemble
SemEval 2016
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay
SemEval 2015
Towards Semantic Validation of a Derivational Lexicon
COLING 2014
Building and Evaluating a Distributional Memory for Croatian
ACL 2013
Derivational Smoothing for Syntactic Distributional Semantics
ACL 2013
DErivBase: Inducing and Evaluating a Derivational Morphology Resource for German
ACL 2013
Event-Centered Information Retrieval Using Kernels on Event Graphs
EMNLP 2013
Recognizing Identical Events with Graph Kernels
ACL 2013
TakeLab: Systems for Measuring Semantic Text Similarity
SemEval 2012
Evolving New Lexical Association Measures Using Genetic Programming
ACL 2008