Overview of the authorship verification task at PAN 2022

E Stamatatos, M Kestemont, K Kredens… - CEUR workshop …, 2022 - research.aston.ac.uk
The authorship verification task at PAN 2022 follows the experimental setup of similar
shared tasks in the recent past. However, it focuses on a different, and very challenging …

Tokenizing, pos tagging, lemmatizing and parsing ud 2.0 with udpipe

M Straka, J Straková - Proceedings of the CoNLL 2017 shared …, 2017 - aclanthology.org
Many natural language processing tasks, including the most advanced ones, routinely start
by several basic processing steps–tokenization and segmentation, most likely also POS …

TIRA integrated research architecture

M Potthast, T Gollub, M Wiegmann, B Stein - … Retrieval Evaluation in a …, 2019 - Springer
Data and software are immaterial. Scientists in computer science hence have the unique
chance to let other scientists easily reproduce their findings. Similarly, and with the same …

UDPipe 2.0 prototype at CoNLL 2018 UD shared task

M Straka - Proceedings of the CoNLL 2018 shared task …, 2018 - aclanthology.org
UDPipe is a trainable pipeline which performs sentence segmentation, tokenization, POS
tagging, lemmatization and dependency parsing. We present a prototype for UDPipe 2.0 …

Towards better UD parsing: Deep contextualized word embeddings, ensemble, and treebank concatenation

W Che, Y Liu, Y Wang, B Zheng, T Liu - arXiv preprint arXiv:1807.03121, 2018 - arxiv.org
This paper describes our system (HIT-SCIR) submitted to the CoNLL 2018 shared task on
Multilingual Parsing from Raw Text to Universal Dependencies. We base our submission on …

Stanford's graph-based neural dependency parser at the conll 2017 shared task

T Dozat, P Qi, CD Manning - … of the CoNLL 2017 shared task …, 2017 - aclanthology.org
This paper describes the neural dependency parser submitted by Stanford to the CoNLL
2017 Shared Task on parsing Universal Dependencies. Our system uses relatively simple …

[PDF][PDF] Author Obfuscation: Attacking the State of the Art in Authorship Verification.

M Potthast, M Hagen, B Stein - CLEF (Working Notes), 2016 - downloads.webis.de
We report on the first large-scale evaluation of author obfuscation approaches built to attack
authorship verification approaches: the impact of 3 obfuscators on the performance of a total …

[PDF][PDF] Overview of the author identification task at PAN-2018: cross-domain authorship attribution and style change detection

M Kestemont, M Tschuggnall… - … Notes Papers of …, 2018 - repository.uantwerpen.be
Author identification attempts to reveal the authors behind texts. It is an emerging area of
research associated with applications in literary research, cyber-security, forensics, and …

Overview of the author identification task at PAN 2014

E Stamatatos, W Daelemans, B Verhoeven… - CEUR Workshop …, 2014 - cris.unibo.it
The author identification task at PAN-2014 focuses on author verification. Similar to PAN-
2013 we are given a set of documents by the same author along with exactly one document …

Conll 2016 shared task on multilingual shallow discourse parsing

N Xue, HT Ng, S Pradhan, A Rutherford… - 54th Annual Meeting …, 2016 - research.ed.ac.uk
Abstract The CoNLL-2016 Shared Task is the second edition of the CoNLL-2015 Shared
Task, now on Multilingual Shallow discourse parsing. Similar to the 2015 task, the goal of …