Sampo Pyysalo
22 papers · 2010–2025 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🔬
Deep Specialist
(11)
👥
Mega-Team · Legion
🧭
Keyword Pioneer
🔥
Unstoppable · Bronze
🗃️
Keyword Collector
(82)
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(17)
Resources & Methods
(11)
Machine Learning
(8)
Deep Learning
(7)
Understanding
(7)
Applications
(5)
Generation
(4)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Keywords
language model
(5)
named entity recognition
(5)
dependency parsing
(4)
biomedical text
(3)
multilingual corpus
(3)
universal dependencies
(3)
machine translation
(2)
multilingual nlp
(2)
data repetition
(2)
large language model
(2)
multilingual model
(2)
parallel corpus
(2)
language modeling
(2)
multilingual parsing
(2)
word embedding
(2)
attention mechanism
(1)
semi-supervised learning
(1)
model evaluation
(1)
coreference resolution
(1)
cross-lingual transfer
(1)
Papers
An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT)
ACL 2025
Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code
COLING 2025
Scaling Data-Constrained Language Models
JMLR 2025
A New Massive Multilingual Dataset for High-Performance Language Technologies
COLING 2024
Building Question-Answer Data Using Web Register Identification
COLING 2024
FinGPT: Large Generative Models for a Small Language
EMNLP 2023
Scaling Data-Constrained Language Models
NeurIPS 2023
Silver Syntax Pre-training for Cross-Domain Relation Extraction
ACL 2023
Towards better structured and less noisy Web data: Oscar with Register annotations
COLING 2022
Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers
EACL 2021
Exploring Cross-sentence Contexts for Named Entity Recognition with BERT
COLING 2020
The birth of Romanian BERT
EMNLP 2020
Turku Enhanced Parser Pipeline: From Raw Text to Enhanced Graphs in the IWPT 2020 Shared Task
ACL 2020
Biomedical Named Entity Recognition with Multilingual BERT
EMNLP 2019
CRAFT Shared Tasks 2019 Overview — Integrated Structure, Semantics, and Coreference
EMNLP 2019
Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task
EMNLP 2019
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies
CoNLL 2017
Attending to Characters in Neural Sequence Labeling Models
COLING 2016
SETS: Scalable and Efficient Tree Search in Dependency Graphs
NAACL 2015
Sharing annotations better: RESTful Open Annotation
ACL 2015
brat: a Web-based Tool for NLP-Assisted Text Annotation
EACL 2012
Evaluating Dependency Representations for Event Extraction
COLING 2010