Gaël Dias

Orcid: 0000-0002-5840-1603

According to our database1, Gaël Dias authored at least 106 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Your Model Is Not Predicting Depression Well And That Is Why: A Case Study of PRIMATE Dataset.
CoRR, 2024

2023
Towards automatic text-based estimation of depression through symptom prediction.
Brain Informatics, December, 2023

An Approach for Detecting Dangerous Events from Online Text Using Transformers.
Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

Improving Mental Disorder Predictions using Feature-Based Machine Learning Techninques.
Proceedings of the IEEE International Conference on Data Mining, 2023

Exploring the Role of Artificial Intelligence in Mental Health.
Proceedings of the IEEE International Conference on Data Mining, 2023

2022
Multimodal Web Page Segmentation Using Self-organized Multi-objective Clustering.
ACM Trans. Inf. Syst., 2022

Detection of extreme sentiments on social networks with BERT.
Soc. Netw. Anal. Min., 2022

Combining Vision and Language Representations for Patch-based Identification of Lexico-Semantic Relations.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Transfer Learning for Humor Detection by Twin Masked Yellow Muppets.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

2021
Stratégie Multitâche pour la Classification Multiclasse (A Multitask Strategy for Multiclass Classification).
Proceedings of the Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2021

Improving Neural Text Style Transfer by Introducing Loss Function Sequentiality.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

HistoInformatics2021: The 6<sup>th</sup> International Workshop on Computational History.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2021

Gender-Aware Estimation of Depression Severity Level in a Multimodal Setting.
Proceedings of the International Joint Conference on Neural Networks, 2021

Modelling Personalized Dialogue Generation in Multi-Party Settings.
Proceedings of the International Joint Conference on Neural Networks, 2021

Time-Matters: Temporal Unfolding of Texts.
Proceedings of the Advances in Information Retrieval, 2021

Understanding Feature Focus in Multitask Settings for Lexico-semantic Relation Identification.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Asymmetric Attributional Word Similarity Measures to Detect the Relations of Textual Generality.
Comput., 2020

Improving Depression Level Estimation by Concurrently Learning Emotion Intensity.
IEEE Comput. Intell. Mag., 2020

Patch-Based Identification of Lexical Semantic Relations.
Proceedings of the Advances in Information Retrieval, 2020

2019
Multitask Representation Learning for Multimodal Estimation of Depression Level.
IEEE Intell. Syst., 2019

The Verbal and Non Verbal Signals of Depression - Combining Acoustics, Text and Visuals for Estimating Depression Level.
CoRR, 2019

Model-Driven Web Page Segmentation for Non Visual Access.
Proceedings of the Computational Linguistics, 2019

Concurrent Speech Synthesis to Improve Document First Glance for the Blind.
Proceedings of the 2nd International Workshop on Human-Document Interaction, 2019

Introduction to the 5th HistoInformatics Workshop.
Proceedings of the 5th International Workshop on Computational History, 2019

Learning Lexical-Semantic Relations Using Intuitive Cognitive Links.
Proceedings of the Advances in Information Retrieval, 2019

2018
Concurrent Learning of Semantic Relations.
CoRR, 2018

Multi-task Learning for Semantic Relations Discovery.
Proceedings of the EKAW 2018 Posters and Demonstrations Session co-located with 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018), 2018

2017
Identifying top relevant dates for implicit time sensitive queries.
Inf. Retr. J., 2017

Demographic Word Embeddings for Racism Detection on Twitter.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Overview of the 4th HistoInformatics Workshop.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
GTE-Rank: A time-aware search engine to answer time-sensitive queries.
Inf. Process. Manag., 2016

Search Intent Mining by Word Vectors Clustering at NTCIR-IMine.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

Multi-objective Word Sense Induction Using Content and Interlink Connections.
Proceedings of the Natural Language Processing and Information Systems, 2016

Iterative TempoWordNet.
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

Collective Future Orientation and Stock Markets.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Transductive Learning for the Identification of Word Sense Temporal Orientation.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Identifying Temporal Orientation of Word Senses.
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

2015
Adapted B-CUBED Metrics to Unbalanced Datasets.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Understanding Temporal Query Intent.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw Texts.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Learning Pretopological Spaces for Lexical Taxonomy Acquisition.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

An Empirical Study for Examining the Performance of Visually Impaired People in Recognizing Shapes through a Vibro-tactile Feedback.
Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility, 2015

Web-Adapted Supervised Segmentation to Improve a New Tactile Vision Sensory Substitution (TVSS) Technology.
Proceedings of the 6th International Conference on Ambient Systems, 2015

2014
Survey of Temporal Information Retrieval and Related Applications.
ACM Comput. Surv., 2014

TempoWordNet for sentence time tagging.
Proceedings of the 23rd International World Wide Web Conference, 2014

The 2nd HistoInformatics Workshop - Introduction.
Proceedings of the Social Informatics - SocInfo 2014 International Workshops, Barcelona, 2014

Query log driven web search results clustering.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

HulTech: A General Purpose System for Cross-Level Semantic Similarity based on Anchor Web Counts.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

HULTECH at the NTCIR-11 IMine Task: Mining Intents with Continuous Vector Space Models.
Proceedings of the 11th NTCIR Conference on Evaluation of Information Access Technologies, 2014

HULTECH at the NTCIR-11 Temporalia Task: Ensemble Learning for Temporal Query Intent Classification.
Proceedings of the 11th NTCIR Conference on Evaluation of Information Access Technologies, 2014

PageRank-based Word Sense Induction within Web Search Results Clustering.
Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014

Blind Browsing on Hand-Held Devices: Touching the Web...to Understand it Better.
Proceedings of the Hypertext 2014 Extended Proceedings: Late-breaking Results, 2014

GTE-Cluster: A Temporal Search Interface for Implicit Temporal Queries.
Proceedings of the Advances in Information Retrieval, 2014

Easy Web Search Results Clustering: When Baselines Can Reach State-of-the-Art Algorithms.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Propagation Strategies for Building Temporal Ontologies.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Multi-Objective Search Results Clustering.
Proceedings of the COLING 2014, 2014

GTE-Rank: Searching for Implicit Temporal Query Results.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

A Hybrid Segmentation of Web Pages for Vibro-Tactile Access on Touch-Screen Devices.
Proceedings of the Third Workshop on Vision and Language, 2014

2013
HULTECH at the NTCIR-10 INTENT-2 Task: Discovering User Intents through Search Results Clustering.
Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 2013

Rule Induction for Sentence Reduction.
Proceedings of the Progress in Artificial Intelligence, 2013

Using Text-Based Web Image Search Results Clustering to Minimize Mobile Devices Wasted Space-Interface.
Proceedings of the Advances in Information Retrieval, 2013

Post-Retrieval Clustering Using Third-Order Similarity Measures.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Haptic Perception of Document Structure for Visually Impaired People on Handled Devices.
Proceedings of the 4th International Conference on Software Development for Enhancing Accessibility and Fighting Info-exclusion, 2012

Enriching temporal query understanding through date identification: how to tag implicit temporal queries?
Proceedings of the 2nd Temporal Web Analytics Workshop, 2012

Disambiguating Implicit Temporal Queries by Clustering Top Relevant Dates in Web Snippets.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Détection de mots-clés par approches au grain caractère et au grain mot (Keywords extraction by repeated string analysis) [in French].
Proceedings of the JEP-TALN-RECITAL 2012, 2012

Temporal Web Image Retrieval.
Proceedings of the String Processing and Information Retrieval, 2012

Exploitation de l'asymétrie entre termes pour l'extraction automatique de taxonomies à partir de textes.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

GTE: a distributional second-order co-occurrence approach to improve the identification of top relevant dates in web snippets.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
What is the Temporal Value of Web Snippets?
Proceedings of the WWW2011 Workshop on Linked Data on the Web, 2011

Recognizing Textual Entailment by Generality Using Informative Asymmetric Measures and Multiword Unit Identification to Summarize Ephemeral Clusters.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Informative Polythetic Hierarchical Ephemeral Clustering.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

A Contextual Classification Strategy for Polarity Analysis of Direct Quotations from Financial News.
Proceedings of the Recent Advances in Natural Language Processing, 2011

Using ephemeral clustering and query logs to organize web image search results on mobile devices.
Proceedings of the 2011 international ACM workshop on Interactive multimedia on mobile and portable devices, 2011

Acquisition de structures lexico-sémantiques à partir de textes : un nouveau cadre de travail fondé sur une structuration prétopologique.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

An Exploratory Study on the Impact of Temporal Features on the Classification and Clustering of Future-Related Web Documents.
Proceedings of the Progress in Artificial Intelligence, 2011

A pretopological framework for the automatic construction of lexical-semantic structures from texts.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Automatic discovery of word semantic relations using paraphrase alignment and distributional lexical semantics analysis.
Nat. Lang. Eng., 2010

Paraphrase Alignment for Synonym Evidence Discovery.
Proceedings of the COLING 2010, 2010

Information Digestion.
, 2010

2009
High-level Features for Learning Subjective Language across Domains.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Disambiguating Web Search Results by Topic and Temporal Clustering - A Proposal.
Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009

Universal Mobile Information Retrieval.
Proceedings of the Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments, 2009

Hierarchical Soft Clustering and Automatic Text Summarization for Accessing the Web on Mobile Devices for Visually Impaired People.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

Sentiment Classification across Domains.
Proceedings of the Progress in Artificial Intelligence, 2009

Relieving Polysemy Problem for Synonymy Detection.
Proceedings of the Progress in Artificial Intelligence, 2009

2008
Web People Search with Domain Ranking.
Proceedings of the Text, Speech and Dialogue, 11th International Conference, 2008

Unsupervised Learning of General-Specific Noun Relations from the Web.
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

Mapping General-Specific Noun Relationships to WordNet Hypernym/Hyponym Relations.
Proceedings of the Knowledge Engineering: Practice and Patterns, 2008

Fully Unsupervised Graph-Based Discovery of General-Specific Noun Relationships from Web Corpora Frequency Counts.
Proceedings of the Twelfth Conference on Computational Natural Language Learning, 2008

2007
New Functions for Unsupervised Asymmetrical Paraphrase Detection.
J. Softw., 2007

Towards Web Browsing for Visually Impaired People.
Proceedings of the Fourth International Conference on Information Technology: New Generations (ITNG 2007), 2007

Learning Paraphrases from WNS Corpora.
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

Accessing the Web on Handheld Devices for Visually Impaired People.
Proceedings of the Advances in Intelligent Web Mastering, Proceedings of the 5th Atlantic Web Intelligence Conference - AWIC 2007, Fontainebleau, France, June 25, 2007

Biology Based Alignments of Paraphrases for Sentence Compression.
Proceedings of the ACL-PASCAL@ACL 2007 Workshop on Textual Entailment and Paraphrasing, 2007

Topic Segmentation Algorithms for Text Summarization and Passage Retrieval: An Exhaustive Evaluation.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
WISE: Hierarchical Soft Clustering of Web Page Search Results Based on Web Content Mining Techniques.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

2005
Report on the ACM International Workshop on Methodologies and Evaluation of Lexical Cohesion Techniques in Real-World Applications (ELECTRA 2005) held at SIGIR 2005.
SIGIR Forum, 2005

Unsupervised Learning of Multiword Units from Part-of-Speech Tagged Corpora: Does Quantity Mean Quality?.
Proceedings of the Progress in Artificial Intelligence, 2005

Introduction.
Proceedings of the Progress in Artificial Intelligence, 2005

2004
Evaluation of Different Similarity Measures for the Extraction of Multiword Units in a Reinforcement Learning Environment.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

2001
Does natural selection apply to natural language processing? an experiment for multiword unit extraction.
Proceedings of the IEEE International Conference on Systems, 2001

Cognates alignment.
Proceedings of Machine Translation Summit VIII, 2001

2000
Combining Linguistics with statistics for multiword term extraction: a fruitfull association?
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

1999
Using LocalMaxs Algorithm for the Extraction of Contiguous and Non-contiguous Multiword Lexical Units.
Proceedings of the Progress in Artificial Intelligence, 1999

Normalising the IJS-ELAN Slovene-English Parallel Corpus for the Extraction of Multilingual Terminology.
Proceedings of the Computational Linguistics in the Netherlands 1999, 1999


  Loading...