Tomasz Walkowiak
7 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(4)
Core Methods
(4)
Resources & Methods
(3)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Speech & Audio
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Digital Humanities
(1)
Keywords
text mining
(2)
large language model
(2)
natural language processing
(2)
text classification
(1)
text representation
(1)
document clustering
(1)
sensitivity analysis
(1)
distribution shift
(1)
out-of-distribution detection
(1)
retrieval-augmented generation
(1)
document embedding
(1)
model efficiency
(1)
word embedding
(1)
energy consumption
(1)
stylometric analysis
(1)
parameter scaling
(1)
text processing
(1)
punctuation restoration
(1)
gender classification
(1)
experimental methodology
(1)
Papers
Evaluating Cost-Efficiency of LLMs in a RAG Setup on Polish Wikipedia: Quality vs. Energy Consumption
EACL 2026
Stylometric Approach to AI-generated Texts. An Analysis of Contemporary French-Language Literature
EACL 2026
NLP for Digital Humanities: Processing Chronological Text Corpora
EMNLP 2024
Great Bibliographies as a Source of Data for the Humanities – NLP in the Analysis of Gender of Book Authors in German Countries and in Poland (1801-2021)
EACL 2023
Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings
UAI 2023
Comprehensive Punctuation Restoration for English and Polish
EMNLP 2021
Text Document Clustering: Wordnet vs. TF-IDF vs. Word Embeddings
EACL 2021