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Gaël Dias
Gaël Harry Dias
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2020 – today
- 2024
- [j13]Navneet Agarwal, Gaël Dias, Sonia Dollfus:
Multi-view graph-based interview representation to improve depression level estimation. Brain Informatics 11(1): 14 (2024) - [c92]Kirill Milintsevich, Gaël Dias, Kairit Sirts:
Evaluating Lexicon Incorporation for Depression Symptom Estimation. ClinicalNLP@NAACL 2024: 322-328 - [c91]Navneet Agarwal, Kirill Milintsevich, Lucie Metivier, Maud Rotharmel, Gaël Dias, Sonia Dollfus:
Analyzing Symptom-based Depression Level Estimation through the Prism of Psychiatric Expertise. LREC/COLING 2024: 974-983 - [i4]Kirill Milintsevich, Kairit Sirts, Gaël Dias:
Your Model Is Not Predicting Depression Well And That Is Why: A Case Study of PRIMATE Dataset. CoRR abs/2403.00438 (2024) - [i3]Kirill Milintsevich, Gaël Dias, Kairit Sirts:
Evaluating Lexicon Incorporation for Depression Symptom Estimation. CoRR abs/2404.19359 (2024) - 2023
- [j12]Kirill Milintsevich, Kairit Sirts, Gaël Dias:
Towards automatic text-based estimation of depression through symptom prediction. Brain Informatics 10(1): 4 (2023) - [c90]Faustino Muetunda
, Sebastião Pais
Improving Mental Disorder Predictions using Feature-Based Machine Learning Techninques. ICDM (Workshops) 2023: 1279-1288 - [c89]Faustino Muetunda
Exploring the Role of Artificial Intelligence in Mental Health. ICDM (Workshops) 2023: 1289-1298 - [c88]M. Luqman Jamil
An Approach for Detecting Dangerous Events from Online Text Using Transformers. WI/IAT 2023: 256-262 - [e7]Mohammed Hasanuzzaman, Jyoti Prakash Singh, Gaël Dias, Cristina Soguero-Ruíz, Terje Solvoll, Phuong Dinh Ngo:
Proceedings of The First Workshop on Context-aware NLP in eHealth (WNLPe-Health 2022) co-located with The nineteenth International Conference on Natural Language Processing (ICON-2022), Delhi, India, December 15-18, 2022. CEUR Workshop Proceedings 3416, CEUR-WS.org 2023 [contents] - 2022
- [j11]M. Luqman Jamil
Detection of extreme sentiments on social networks with BERT. Soc. Netw. Anal. Min. 12(1): 55 (2022) - [j10]Srivatsa Ramesh Jayashree
Multimodal Web Page Segmentation Using Self-organized Multi-objective Clustering. ACM Trans. Inf. Syst. 40(3): 59:1-59:49 (2022) - [c87]Aseem Arora, Gaël Dias, Adam Jatowt
Transfer Learning for Humor Detection by Twin Masked Yellow Muppets. AACL/IJCNLP (2) 2022: 1-7 - [c86]Prince Jha
Combining Vision and Language Representations for Patch-based Identification of Lexico-Semantic Relations. ACM Multimedia 2022: 4406-4415 - 2021
- [c85]Houssam Akhmouch, Gaël Dias, José G. Moreno:
Understanding Feature Focus in Multitask Settings for Lexico-semantic Relation Identification. ACL/IJCNLP (Findings) 2021: 2762-2772 - [c84]Ricardo Campos
Time-Matters: Temporal Unfolding of Texts. ECIR (2) 2021: 492-497 - [c83]Rohan Kumar, Dushyant Singh Chauhan, Gaël Dias, Asif Ekbal:
Modelling Personalized Dialogue Generation in Multi-Party Settings. IJCNN 2021: 1-6 - [c82]Syed Arbaaz Qureshi, Gaël Dias, Sriparna Saha, Mohammed Hasanuzzaman
Gender-Aware Estimation of Depression Severity Level in a Multimodal Setting. IJCNN 2021: 1-8 - [c81]Yasunobu Sumikawa, Ryohei Ikejiri, Antoine Doucet, Eva Pfanzelter, Mohammed Hasanuzzaman, Gaël Dias, Ian Milligan, Adam Jatowt
HistoInformatics2021: The 6th International Workshop on Computational History. JCDL 2021: 348-349 - [c80]Chinmay Rane, Gaël Dias, Alexis Lechervy, Asif Ekbal:
Improving Neural Text Style Transfer by Introducing Loss Function Sequentiality. SIGIR 2021: 2197-2201 - [c79]Houssam Akhmouch, Hamza Bouanani, Gaël Dias, José G. Moreno:
Stratégie Multitâche pour la Classification Multiclasse (A Multitask Strategy for Multiclass Classification). TALN (1) 2021: 227-236 - [e6]Yasunobu Sumikawa, Ryohei Ikejiri, Antoine Doucet, Eva Pfanzelter, Mohammed Hasanuzzaman, Gaël Dias, Ian Milligan, Adam Jatowt
Proceedings of the 6th International Workshop on Computational History (HistoInformatics 2021) co-located with ACM/IEEE Joint Conference on Digital Libraries 2021 (JCDL 2021), Online event, September 30-October 1, 2021. CEUR Workshop Proceedings 2981, CEUR-WS.org 2021 [contents] - 2020
- [j9]Syed Arbaaz Qureshi, Gaël Dias, Mohammed Hasanuzzaman
Improving Depression Level Estimation by Concurrently Learning Emotion Intensity. IEEE Comput. Intell. Mag. 15(3): 47-59 (2020) - [j8]Sebastião Pais
Asymmetric Attributional Word Similarity Measures to Detect the Relations of Textual Generality. Comput. 9(4): 81 (2020) - [c78]Nesrine Bannour, Gaël Dias, Youssef Chahir, Houssam Akhmouch:
Patch-Based Identification of Lexical Semantic Relations. ECIR (1) 2020: 126-140
2010 – 2019
- 2019
- [j7]Syed Arbaaz Qureshi, Sriparna Saha, Mohammed Hasanuzzaman
Multitask Representation Learning for Multimodal Estimation of Depression Level. IEEE Intell. Syst. 34(5): 45-52 (2019) - [c77]Georgios Balikas, Gaël Dias, Rumen Moraliyski, Houssam Akhmouch, Massih-Reza Amini:
Learning Lexical-Semantic Relations Using Intuitive Cognitive Links. ECIR (1) 2019: 3-18 - [c76]Melvin Wevers, Mohammed Hasanuzzaman, Gaël Dias, Marten Düring, Adam Jatowt
Introduction to the 5th HistoInformatics Workshop. HistoInformatics@TPDL 2019: 1-2 - [c75]Fabrice Maurel, Gaël Dias, Stéphane Ferrari, Judith Jeyafreeda Andrew, Emmanuel Giguet:
Concurrent Speech Synthesis to Improve Document First Glance for the Blind. HDI@ICDAR 2019: 10-17 - [c74]Judith Jeyafreeda Andrew, Stéphane Ferrari, Fabrice Maurel, Gaël Dias, Emmanuel Giguet:
Model-Driven Web Page Segmentation for Non Visual Access. PACLING 2019: 191-205 - [e5]Melvin Wevers, Mohammed Hasanuzzaman, Gaël Dias, Marten Düring, Adam Jatowt
5th International Workshop on Computational History, HistoInformatics@TPDL 2019, Oslo, Norway, September 12, 2019. CEUR Workshop Proceedings 2461, CEUR-WS.org 2019 [contents] - [i2]Syed Arbaaz Qureshi, Mohammed Hasanuzzaman, Sriparna Saha, Gaël Dias:
The Verbal and Non Verbal Signals of Depression - Combining Acoustics, Text and Visuals for Estimating Depression Level. CoRR abs/1904.07656 (2019) - 2018
- [c73]Georgios Balikas, Gaël Dias, Massih-Reza Amini:
Multi-task Learning for Semantic Relations Discovery. EKAW (Posters & Demos) 2018: 5-8 - [i1]Georgios Balikas, Gaël Dias, Rumen Moraliyski, Massih-Reza Amini:
Concurrent Learning of Semantic Relations. CoRR abs/1807.10076 (2018) - 2017
- [j6]Ricardo Campos
Identifying top relevant dates for implicit time sensitive queries. Inf. Retr. J. 20(4): 363-398 (2017) - [c72]Mohammed Hasanuzzaman, Gaël Dias, Adam Jatowt
Overview of the 4th HistoInformatics Workshop. CIKM 2017: 2563-2564 - [c71]Mohammed Hasanuzzaman, Gaël Dias, Andy Way:
Demographic Word Embeddings for Racism Detection on Twitter. IJCNLP(1) 2017: 926-936 - [e4]Mohammed Hasanuzzaman, Adam Jatowt
4th International Workshop on Computational History, HistoInformatics@CIKM 2017, Singapore, November 6, 2017. CEUR Workshop Proceedings 1992, CEUR-WS.org 2017 [contents] - 2016
- [j5]Ricardo Campos
GTE-Rank: A time-aware search engine to answer time-sensitive queries. Inf. Process. Manag. 52(2): 273-298 (2016) - [c70]Mohammed Hasanuzzaman, Gaël Dias, Stéphane Ferrari, Yann Mathet, Andy Way:
Identifying Temporal Orientation of Word Senses. CoNLL 2016: 22-30 - [c69]Mohammed Hasanuzzaman
Collective Future Orientation and Stock Markets. ECAI 2016: 1616-1617 - [c68]Mohammed Hasanuzzaman
Transductive Learning for the Identification of Word Sense Temporal Orientation. ECAI 2016: 1634-1635 - [c67]Mohammed Hasanuzzaman
Iterative TempoWordNet. ESWC (Satellite Events) 2016: 40-45 - [c66]Sudipta Acharya, Asif Ekbal, Sriparna Saha, Prabhakaran Santhanam, José G. Moreno, Gaël Dias:
Multi-objective Word Sense Induction Using Content and Interlink Connections. NLDB 2016: 366-375 - [c65]José G. Moreno, Gaël Dias:
Search Intent Mining by Word Vectors Clustering at NTCIR-IMine. NTCIR 2016 - 2015
- [c64]Waseem Safi, Fabrice Maurel, Jean-Marc Routoure
Web-Adapted Supervised Segmentation to Improve a New Tactile Vision Sensory Substitution (TVSS) Technology. ANT/SEIT 2015: 35-42 - [c63]Waseem Safi, Fabrice Maurel, Jean-Marc Routoure
An Empirical Study for Examining the Performance of Visually Impaired People in Recognizing Shapes through a Vibro-tactile Feedback. ASSETS 2015: 349-350 - [c62]Guillaume Cleuziou, Gaël Dias:
Learning Pretopological Spaces for Lexical Taxonomy Acquisition. ECML/PKDD (2) 2015: 493-508 - [c61]Guillaume Cleuziou, Davide Buscaldi, Gaël Dias, Vincent Levorato, Christine Largeron:
QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw Texts. SemEval@NAACL-HLT 2015: 955-959 - [c60]Mohammed Hasanuzzaman, Sriparna Saha, Gaël Dias, Stéphane Ferrari:
Understanding Temporal Query Intent. SIGIR 2015: 823-826 - [c59]José G. Moreno, Gaël Dias:
Adapted B-CUBED Metrics to Unbalanced Datasets. SIGIR 2015: 911-914 - 2014
- [j4]Ricardo Campos
Survey of Temporal Information Retrieval and Related Applications. ACM Comput. Surv. 47(2): 15:1-15:41 (2014) - [c58]Waseem Safi, Fabrice Maurel, Jean-Marc Routoure
A Hybrid Segmentation of Web Pages for Vibro-Tactile Access on Touch-Screen Devices. VL@COLING 2014: 95-102 - [c57]Ricardo Campos
GTE-Rank: Searching for Implicit Temporal Query Results. CIKM 2014: 2081-2083 - [c56]Sudipta Acharya, Sriparna Saha, José G. Moreno, Gaël Dias:
Multi-Objective Search Results Clustering. COLING 2014: 99-108 - [c55]José G. Moreno, Gaël Harry Dias:
Easy Web Search Results Clustering: When Baselines Can Reach State-of-the-Art Algorithms. EACL 2014: 1-5 - [c54]Mohammed Hasanuzzaman, Gaël Dias, Stéphane Ferrari, Yann Mathet:
Propagation Strategies for Building Temporal Ontologies. EACL 2014: 6-11 - [c53]Ricardo Campos
GTE-Cluster: A Temporal Search Interface for Implicit Temporal Queries. ECIR 2014: 775-779 - [c52]Waseem Safi, Fabrice Maurel, Jean-Marc Routoure, Pierre Beust, Gaël Dias:
Blind Browsing on Hand-Held Devices: Touching the Web...to Understand it Better. HT (Doctoral Consortium / Late-breaking Results / Workshops) 2014 - [c51]José G. Moreno, Gaël Dias:
PageRank-based Word Sense Induction within Web Search Results Clustering. JCDL 2014: 465-466 - [c50]Mohammed Hasanuzzaman, Gaël Dias, Stéphane Ferrari:
HULTECH at the NTCIR-11 Temporalia Task: Ensemble Learning for Temporal Query Intent Classification. NTCIR 2014 - [c49]José G. Moreno, Gaël Dias:
HULTECH at the NTCIR-11 IMine Task: Mining Intents with Continuous Vector Space Models. NTCIR 2014 - [c48]José G. Moreno, Rumen Moraliyski, Asma Berrezoug, Gaël Dias:
HulTech: A General Purpose System for Cross-Level Semantic Similarity based on Anchor Web Counts. SemEval@COLING 2014: 305-308 - [c47]José G. Moreno, Gaël Dias, Guillaume Cleuziou:
Query log driven web search results clustering. SIGIR 2014: 777-786 - [c46]Adam Jatowt, Gaël Dias, Marten Düring
The 2nd HistoInformatics Workshop - Introduction. SocInfo Workshops 2014: 229-233 - [c45]Gaël Harry Dias, Mohammed Hasanuzzaman
TempoWordNet for sentence time tagging. WWW (Companion Volume) 2014: 833-838 - 2013
- [c44]José G. Moreno, Gaël Dias, Guillaume Cleuziou:
Post-Retrieval Clustering Using Third-Order Similarity Measures. ACL (2) 2013: 153-158 - [c43]José G. Moreno, Gaël Dias:
Using Text-Based Web Image Search Results Clustering to Minimize Mobile Devices Wasted Space-Interface. ECIR 2013: 532-544 - [c42]João Cordeiro, Gaël Dias, Pavel Brazdil
Rule Induction for Sentence Reduction. EPIA 2013: 528-539 - [c41]José G. Moreno, Gaël Dias:
HULTECH at the NTCIR-10 INTENT-2 Task: Discovering User Intents through Search Results Clustering. NTCIR 2013 - [e3]Adam Jatowt
Social Informatics - 5th International Conference, SocInfo 2013, Kyoto, Japan, November 25-27, 2013, Proceedings. Lecture Notes in Computer Science 8238, Springer 2013, ISBN 978-3-319-03259-7 [contents] - 2012
- [c40]Ricardo Campos
GTE: a distributional second-order co-occurrence approach to improve the identification of top relevant dates in web snippets. CIKM 2012: 2035-2039 - [c39]Davide Buscaldi, Guillaume Cleuziou, Gaël Dias, Vincent Levorato:
Exploitation de l'asymétrie entre termes pour l'extraction automatique de taxonomies à partir de textes. EGC 2012: 345-356 - [c38]Gaël Dias, José G. Moreno, Adam Jatowt, Ricardo Campos
Temporal Web Image Retrieval. SPIRE 2012: 199-204 - [c37]Gaëlle Doualan, Mathieu Boucher, Romain Brixtel, Gaël Lejeune, Gaël Dias:
Détection de mots-clés par approches au grain caractère et au grain mot (Keywords extraction by repeated string analysis) [in French]. DEFT@TALN 2012: 41-48 - [c36]Ricardo Campos
Disambiguating Implicit Temporal Queries by Clustering Top Relevant Dates in Web Snippets. Web Intelligence 2012: 1-8 - [c35]Ricardo Campos
Enriching temporal query understanding through date identification: how to tag implicit temporal queries? TempWeb 2012: 41-48 - [c34]Fabrice Maurel, Gaël Dias, Jean-Marc Routoure
Haptic Perception of Document Structure for Visually Impaired People on Handled Devices. DSAI 2012: 319-329 - [e2]Irina Matveeva, Gaël Dias, Ahmed Hassan:
Proceedings of TextGraphs@ACL 2012: the 7th Workshop on Graph-based Methods for Natural Language Processing, July 13, 2012, Jeju, Republic of Korea. The Association for Computer Linguistics 2012, ISBN 978-1-937284-37-4 [contents] - 2011
- [c33]Guillaume Cleuziou, Davide Buscaldi, Vincent Levorato, Gaël Dias:
A pretopological framework for the automatic construction of lexical-semantic structures from texts. CIKM 2011: 2453-2456 - [c32]Ricardo Campos
An Exploratory Study on the Impact of Temporal Features on the Classification and Clustering of Future-Related Web Documents. EPIA 2011: 581-596 - [c31]Guillaume Cleuziou, Gaël Dias, Vincent Levorato:
Acquisition de structures lexico-sémantiques à partir de textes : un nouveau cadre de travail fondé sur une structuration prétopologique. EGC 2011: 107-118 - [c30]José G. Moreno, Gaël Dias:
Using ephemeral clustering and query logs to organize web image search results on mobile devices. IMMPD@ACM Multimedia 2011: 33-38 - [c29]Brett Drury, Gaël Dias, Luís Torgo:
A Contextual Classification Strategy for Polarity Analysis of Direct Quotations from Financial News. RANLP 2011: 434-440 - [c28]Gaël Dias, Guillaume Cleuziou, David Machado:
Informative Polythetic Hierarchical Ephemeral Clustering. Web Intelligence 2011: 104-111 - [c27]Gaël Dias, Sebastião Pais
Recognizing Textual Entailment by Generality Using Informative Asymmetric Measures and Multiword Unit Identification to Summarize Ephemeral Clusters. Web Intelligence 2011: 284-287 - [c26]Ricardo Campos, Gaël Dias, Alípio Mário Jorge:
What is the Temporal Value of Web Snippets? TWAW 2011: 9-16 - 2010
- [b1]Gaël Dias:
Information Digestion. University of Orléans, France, 2010 - [j3]Gaël Dias, Rumen Moraliyski, João Cordeiro, Antoine Doucet
Automatic discovery of word semantic relations using paraphrase alignment and distributional lexical semantics analysis. Nat. Lang. Eng. 16(4): 439-467 (2010) - [c25]Gintare Grigonyte, João Cordeiro, Gaël Dias, Rumen Moraliyski, Pavel Brazdil:
Paraphrase Alignment for Synonym Evidence Discovery. COLING 2010: 403-411
2000 – 2009
- 2009
- [c24]Gaël Dias, Rumen Moraliyski:
Relieving Polysemy Problem for Synonymy Detection. EPIA 2009: 610-621 - [c23]Dinko Dimchev Lambov, Gaël Dias, Veska Noncheva:
Sentiment Classification across Domains. EPIA 2009: 622-633 - [c22]Gaël Dias, Sebastião Pais, Fernando Cunha, Hugo Costa, David Machado, Tiago Barbosa, Bruno Martins:
Hierarchical Soft Clustering and Automatic Text Summarization for Accessing the Web on Mobile Devices for Visually Impaired People. FLAIRS 2009 - [c21]David Machado, Tiago Barbosa
Universal Mobile Information Retrieval. HCI (6) 2009: 345-354 - [c20]Ricardo Campos, Gaël Dias, Alípio Mário Jorge:
Disambiguating Web Search Results by Topic and Temporal Clustering - A Proposal. KDIR 2009: 292-296 - [c19]Gaël Dias, Dinko Dimchev Lambov, Veska Noncheva:
High-level Features for Learning Subjective Language across Domains. ICWSM 2009 - 2008
- [c18]Gaël Dias, Raycho Mukelov, Guillaume Cleuziou:
Fully Unsupervised Graph-Based Discovery of General-Specific Noun Relationships from Web Corpora Frequency Counts. CoNLL 2008: 97-104 - [c17]Gaël Dias, Raycho Mukelov, Guillaume Cleuziou:
Mapping General-Specific Noun Relationships to WordNet Hypernym/Hyponym Relations. EKAW 2008: 198-212 - [c16]Gaël Dias, Raycho Mukelov, Guillaume Cleuziou:
Unsupervised Learning of General-Specific Noun Relations from the Web. FLAIRS 2008: 147-152 - [c15]Zornitsa Kozareva, Rumen Moraliyski, Gaël Dias:
Web People Search with Domain Ranking. TSD 2008: 133-140 - 2007
- [j2]João Cordeiro, Gaël Dias, Pavel Brazdil
New Functions for Unsupervised Asymmetrical Paraphrase Detection. J. Softw. 2(4): 12-23 (2007) - [c14]Gaël Dias, Elsa Alves, José Gabriel Pereira Lopes:
Topic Segmentation Algorithms for Text Summarization and Passage Retrieval: An Exhaustive Evaluation. AAAI 2007: 1334-1339 - [c13]João Cordeiro, Gaël Dias, Guillaume Cleuziou:
Biology Based Alignments of Paraphrases for Sentence Compression. ACL-PASCAL@ACL 2007: 177-184 - [c12]Gaël Dias, Bruno Conde:
Accessing the Web on Handheld Devices for Visually Impaired People. AWIC 2007: 80-86 - [c11]João Cordeiro, Gaël Dias, Pavel Brazdil:
Learning Paraphrases from WNS Corpora. FLAIRS 2007: 193-198 - [c10]Gaël Dias, Bruno Conde:
Towards Web Browsing for Visually Impaired People. ITNG 2007: 493-496 - 2006
- [c9]Ricardo Campos
WISE: Hierarchical Soft Clustering of Web Page Search Results Based on Web Content Mining Techniques. Web Intelligence 2006: 301-304 - 2005
- [j1]Olga Vechtomova, Rosie Jones, Gaël Dias:
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 39(2): 42-45 (2005) - [c8]Carlos Bento
Introduction. EPIA 2005: 3-3 - [c7]Gaël Dias, Spela Vintar:
Unsupervised Learning of Multiword Units from Part-of-Speech Tagged Corpora: Does Quantity Mean Quality?. EPIA 2005: 669-679 - [e1]Carlos Bento, Amílcar Cardoso, Gaël Dias:
Progress in Artificial Intelligence, 12th Portuguese Conference on Artificial Intelligence, EPIA 2005, Covilhã, Portugal, December 5-8, 2005, Proceedings. Lecture Notes in Computer Science 3808, Springer 2005, ISBN 3-540-30737-0 [contents] - 2004
- [c6]Gaël Dias, Sérgio Nunes:
Evaluation of Different Similarity Measures for the Extraction of Multiword Units in a Reinforcement Learning Environment. LREC 2004 - 2001
- [c5]António Ribeiro, Gaël Dias, Gabriel Pereira Lopes, João Mexia:
Cognates alignment. MTSummit 2001 - [c4]Gaël Dias, Sérgio Nunes:
Does natural selection apply to natural language processing? an experiment for multiword unit extraction. SMC 2001: 205-212 - 2000
- [c3]Gaël Dias, Sylvie Guilloré, Jean-Claude Bassano, José Gabriel Pereira Lopes:
Combining Linguistics with statistics for multiword term extraction: a fruitfull association? RIAO 2000: 1473-1491
1990 – 1999
- 1999
- [c2]Gaël Dias, Spela Vintar, José Gabriel Pereira Lopes, Sylvie Guilloré:
Normalising the IJS-ELAN Slovene-English Parallel Corpus for the Extraction of Multilingual Terminology. CLIN 1999 - [c1]Joaquim Ferreira da Silva
Using LocalMaxs Algorithm for the Extraction of Contiguous and Non-contiguous Multiword Lexical Units. EPIA 1999: 113-132
Coauthor Index
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