Search Results for author:
Found 24 papers, 2 papers with code
Building A Corporate Corpus For Threads Constitution
In this paper we describe the process of build-ing a corporate corpus that will be used as a ref-erence for modelling and computing threadsfrom conversations generated using commu-nication and collaboration tools.
BERTrade: Using Contextual Embeddings to Parse Old French
The successes of contextual word embeddings learned by training large-scale language models, while remarkable, have mostly occurred for languages where significant amounts of raw texts are available and where annotated data in downstream tasks have a relatively regular spelling.
Conversational Grounding: Annotation and Analysis of Grounding Acts and Grounding Units
We discuss our key findings during the annotation and also provide a baseline model to test the performance of current Language Models in categorizing the grounding acts of the dialogs.
CamemBERT-bio: Leveraging Continual Pre-training for Cost-Effective Models on French Biomedical Data
However, these models are trained for plain language and are less efficient on biomedical data.
Towards a Cleaner Document-Oriented Multilingual Crawled Corpus
The need for raw large raw corpora has dramatically increased in recent years with the introduction of transfer learning and semi-supervised learning methods to Natural Language Processing.
A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages
They actually equal or improve the current state of the art in tagging and parsing for all five languages.
Les mod\`eles de langue contextuels Camembert pour le fran\ccais : impact de la taille et de l'h\'et\'erog\'en\'eit\'e des donn\'ees d'entrainement (C AMEM BERT Contextual Language Models for French: Impact of Training Data Size and Heterogeneity )
L{'}utilisation pratique de ces mod{\`e}les {---} dans toutes les langues sauf l{'}anglais {---} {\'e}tait donc limit{\'e}e. La sortie r{\'e}cente de plusieurs mod{\`e}les monolingues fond{\'e}s sur BERT (Devlin et al., 2019), notamment pour le fran{\c{c}}ais, a d{\'e}montr{\'e} l{'}int{\'e}r{\^e}t de ces mod{\`e}les en am{\'e}liorant l{'}{\'e}tat de l{'}art pour toutes les t{\^a}ches {\'e}valu{\'e}es.
Establishing a New State-of-the-Art for French Named Entity Recognition
The French TreeBank developed at the University Paris 7 is the main source of morphosyntactic and syntactic annotations for French.
Modelling Etymology in LMF/TEI: The Grande Dicion\'ario Houaiss da L\'\ingua Portuguesa Dictionary as a Use Case
In this article we will introduce two of the new parts of the new multi-part version of the Lexical Markup Framework (LMF) ISO standard, namely part 3 of the standard (ISO 24613-3), which deals with etymological and diachronic data, and Part 4 (ISO 24613-4), which consists of a TEI serialisation of all of the prior parts of the model.
CamemBERT: a Tasty French Language Model
We show that the use of web crawled data is preferable to the use of Wikipedia data.
Ranked #1 on
Dependency Parsing
on French GSD
Automatic Identification and Normalisation of Physical Measurements in Scientific Literature
Normalised materials characteristics (such as critical temperature, pressure) extracted from scientific literature are a key resource for materials informatics (MI) [9].
LMF Reloaded
Lexical Markup Framework (LMF) or ISO 24613 [1] is a de jure standard that provides a framework for modelling and encoding lexical information in retrodigitised print dictionaries and NLP lexical databases.
Deep encoding of etymological information in TEI
This paper aims to provide a comprehensive modeling and representation of etymological data in digital dictionaries.
TermITH-Eval: a French Standard-Based Resource for Keyphrase Extraction Evaluation
The output keyphrases of automatic keyphrase extraction methods for test documents are typically evaluated by comparing them to manually assigned reference keyphrases.
Data fluidity in DARIAH -- pushing the agenda forward
This paper provides both an update concerning the setting up of the European DARIAH infrastructure and a series of strong action lines related to the development of a data centred strategy for the humanities in the coming years.
Standards for language resources in ISO -- Looking back at 13 fruitful years
This paper provides an overview of the various projects carried out within ISO committee TC 37/SC 4 dealing with the management of language (digital) resources.
Méthodes pour la représentation informatisée de données lexicales / Methoden der Speicherung lexikalischer Daten
In recent years, new developments in the area of lexicography have altered not only the management, processing and publishing of lexicographical data, but also created new types of products such as electronic dictionaries and thesauri.
TBX goes TEI -- Implementing a TBX basic extension for the Text Encoding Initiative guidelines
This paper presents an attempt to customise the TEI (Text Encoding Initiative) guidelines in order to offer the possibility to incorporate TBX (TermBase eXchange) based terminological entries within any kind of TEI documents.
TEI and LMF crosswalks
The present paper explores various arguments in favour of making the Text Encoding Initia-tive (TEI) guidelines an appropriate serialisation for ISO standard 24613:2008 (LMF, Lexi-cal Mark-up Framework) .
Serialising the ISO SynAF Syntactic Object Model
This paper introduces, an XML format developed to serialise the object model defined by the ISO Syntactic Annotation Framework SynAF.
