Filip Ginter
24 papers · 2004–2026 · 8 venues · across top CS/AI venues
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πΊοΈ Taxonomy Completionist (39) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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(4)
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(14)
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(5)
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(78)
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Research topics
Natural Language Processing
(17)
Resources & Methods
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Understanding
(7)
Deep Learning
(6)
Machine Learning
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Artificial Intelligence
(4)
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(3)
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Keywords
dependency parsing
(8)
universal dependencies
(7)
large language model
(3)
multilingual parsing
(3)
text classification
(3)
syntactic parsing
(2)
neural parser
(2)
word embedding
(2)
bert model
(2)
integrated gradient
(2)
word sense disambiguation
(1)
relation extraction
(1)
language modeling
(1)
natural language processing
(1)
named entity recognition
(1)
model evaluation
(1)
multilingual nlp
(1)
semantic similarity
(1)
long short-term memory
(1)
model interpretability
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Papers
Measuring Social Integration Through Participation: Categorizing Organizations and Leisure Activities in the Displaced Karelians Interview Archive using LLMs
EACL 2026
Automatic Short Answer Grading for Finnish with ChatGPT
AAAI 2024
FinGPT: Large Generative Models for a Small Language
EMNLP 2023
Silver Syntax Pre-training for Cross-Domain Relation Extraction
ACL 2023
Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model
ACL 2022
Explaining Classes through Stable Word Attributions
ACL 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
EMNLP 2022
Towards Automatic Short Answer Assessment for Finnish as a Paraphrase Retrieval Task
NAACL 2022
Turku Enhanced Parser Pipeline: From Raw Text to Enhanced Graphs in the IWPT 2020 Shared Task
ACL 2020
Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task
EMNLP 2019
CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies
CoNLL 2018
Enhancing Universal Dependency Treebanks: A Case Study
EMNLP 2018
Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network
EMNLP 2018
Mind the Gap: Data Enrichment in Dependency Parsing of Elliptical Constructions
EMNLP 2018
Turku Neural Parser Pipeline: An End-to-End System for the CoNLL 2018 Shared Task
CoNLL 2018
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies
CoNLL 2017
TurkuNLP: Delexicalized Pre-training of Word Embeddings for Dependency Parsing
CoNLL 2017
Universal Dependencies
EACL 2017
SETS: Scalable and Efficient Tree Search in Dependency Graphs
NAACL 2015
Sharing annotations better: RESTful Open Annotation
ACL 2015
Turku: Semantic Dependency Parsing as a Sequence Classification
SemEval 2015
Turku: Broad-Coverage Semantic Parsing with Rich Features
SemEval 2014
UTU: Disease Mention Recognition and Normalization with CRFs and Vector Space Representations
SemEval 2014
New Techniques for Disambiguation in Natural Language and Their Application to Biological Text
JMLR 2004