Marie-Catherine de Marneffe
7 papers in the PaperMetrix corpus
Papers by this author
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Shared Tasks of the 2015 Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition
2015 · The Association for Computational Linguistics
This paper presents the results of the two shared tasks associated with W-NUT 2015: (1) a text normalization task with 10 participants; and (2) a named entity tagging task with 8 participants. We outline the …
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Universal Dependencies v1: A Multilingual Treebank Collection
2016
Cross-linguistically consistent annotation is necessary for sound comparative evaluation and cross-lingual learning experiments.It is also useful for multilingual system development and comparative linguistic studies.Universal Dependencies is an open community effort to create cross-linguistically consistent treebank …
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Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection
2020 · Uppsala University Publications (Uppsala University)
Universal Dependencies is an open community effort to create cross-linguistically consistent treebank annotation for many languages within a dependency-based lexicalist framework. The annotation consists in a linguistically motivated word segmentation; a morphological layer comprising lemmas, …
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Explanation sensitivity to the randomness of large language models: the case of journalistic text classification
2024 · arXiv (Cornell University)
Large language models (LLMs) perform very well in several natural language processing tasks but raise explainability challenges. In this paper, we examine the effect of random elements in the training of LLMs on the explainability …
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CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies
2017
Daniel Zeman, Martin Popel, Milan Straka, Jan Hajič, Joakim Nivre, Filip Ginter, Juhani Luotolahti, Sampo Pyysalo, Slav Petrov, Martin Potthast, Francis Tyers, Elena Badmaeva, Memduh Gokirmak, Anna Nedoluzhko, Silvie Cinková, Jan Hajič jr., Jaroslava Hlaváčová, …
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Results of the WNUT16 Named Entity Recognition Shared Task
2016 · Digital Access to Libraries
This paper presents the results of the Twitter Named Entity Recognition shared task associated with W-NUT 2016: a named entity tagging task with 10 teams participating. We outline the shared task, annotation process and dataset …
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Universal Dependencies
2021 · Computational Linguistics
Abstract Universal dependencies (UD) is a framework for morphosyntactic annotation of human language, which to date has been used to create treebanks for more than 100 languages. In this article, we outline the linguistic theory …