Sampo Pyysalo

Artificial Intelligence · 2007–2023

A researcher in the Science corpus: 19 papers; trusts 73 researchers and is trusted by 21 researchers here, as inferred from the citation graph.

Subfields

Artificial Intelligence — 322 citations into it; #9,727 of 35,345 by trust here, #3,859 by citations
Natural Language Processing — 199 citations into it
Molecular Biology — 96 citations into it; #3,029 of 17,773 by trust here, #5,405 by citations
Evaluation & Benchmarks — 78 citations into it; #2,451 of 3,147 by trust here, #987 by citations
Representation & Self-Supervised Learning — 40 citations into it
Model Architectures — 20 citations into it
Information Extraction — 17 citations into it
Optimization & Training — 16 citations into it

Whom Sampo Pyysalo trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

Who trusts Sampo Pyysalo overall

Papers from Sampo Pyysalo's perspective

Ordered by how strongly the researchers Sampo Pyysalo trusts endorse each paper. Same corpus, a different order for every researcher.

ImageNet classification with deep convolutional neural networks
Attention is All you Need (Neural Information Processing Systems)
Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
Long Short-Term Memory
Gradient-based learning applied to document recognition
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
ImageNet: A large-scale hierarchical image database
Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)

Their papers

Universal Dependencies v1: A Multilingual Treebank Collection (2016) — 1,486 citations
Overview of BioNLP’09 Shared Task on Event Extraction (2009) — 675 citations
Scaling Data-Constrained Language Models (2023) — 422 citations
Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection (2020) — 657 citations
Multilingual is not enough: BERT for Finnish (2019) — 318 citations
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies (2017) — 354 citations
Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance (2016) — 113 citations
BioInfer: a corpus for information extraction in the biomedical domain (2007) — 538 citations
All-paths graph kernel for protein-protein interaction extraction with evaluation of cross-corpus learning (2008) — 313 citations
How to Train good Word Embeddings for Biomedical NLP (2016) — 352 citations
The STRING database in 2023: protein–protein association networks and functional enrichment analyses for any sequenced genome of interest (2022) — 7,413 citations
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model (2022) — 2,975 citations
Correction to ‘The STRING database in 2021: customizable protein–protein networks, and functional characterization of user-uploaded gene/measurement sets’ (2021) — 333 citations
The STRING database in 2021: customizable protein–protein networks, and functional characterization of user-uploaded gene/measurement sets (2020) — 6,503 citations
Universal Dependencies 2.1 (2017) — 425 citations
Deep Learning with Minimal Training Data: TurkuNLP Entry in the BioNLP Shared Task 2016 (2016) — 40 citations
Overview of BioNLP Shared Task 2013 (2013) — 346 citations
Distributional Semantics Resources for Biomedical Text Processing (2013) — 512 citations
brat: a Web-based Tool for NLP-Assisted Text Annotation (2012) — 1,442 citations