3 |
The Bidirectional Long-Short-Term Memory Neural Network based Word Retrieval for Arabic Documents
|
|
|
|
In: ISSN: 2054-7390 ; Transactions on Machine Learning and Artificial Intelligence ; https://hal.archives-ouvertes.fr/hal-03371886 ; Transactions on Machine Learning and Artificial Intelligence, Society for Science and Education, United Kingdom, 2015, 3 (1), pp.16-27. ⟨10.14738/tmlai.31.863⟩ ; https://journals.scholarpublishing.org/index.php/TMLAI/article/view/863 (2015)
|
|
BASE
|
|
Show details
|
|
4 |
An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition
|
|
Tsatsaronis, George; Balikas, Georgios; Malakasiotis, Prodromos; Partalas, Ioannis; Zschunke, Matthias; Alvers, Michael R; Weissenborn, Dirk; Krithara, Anastasia; Petridis, Sergios; Polychronopoulos, Dimitris; Almirantis, Yannis; Pavlopoulos, John; Baskiotis, Nicolas; Gallinari, Patrick; Artières, Thierry; Ngonga Ngomo, Axel-Cyrille; Heino, Norman; Gaussier, Eric; Barrio-Alvers, Liliana; Schroeder, Michael; Androutsopoulos, Ion; Paliouras, Georgios
|
|
In: ISSN: 1471-2105 ; BMC Bioinformatics ; https://hal.sorbonne-universite.fr/hal-01156600 ; BMC Bioinformatics, BioMed Central, 2015, 16 (1), pp.138. ⟨10.1186/s12859-015-0564-6⟩ (2015)
|
|
Abstract:
International audience ; Background : This article provides an overview of the first BIOASQ challenge, a competition on large-scale biomedical semantic indexing and question answering (QA), which took place between March and September 2013. BIOASQ assesses the ability of systems to semantically index very large numbers of biomedical scientific articles, and to return concise and user-understandable answers to given natural language questions by combining information from biomedical articles and ontologies.Results : The 2013 BIOASQ competition comprised two tasks, Task 1a and Task 1b. In Task 1a participants were asked to automatically annotate new PUBMED documents with MESH headings. Twelve teams participated in Task 1a, with a total of 46 system runs submitted, and one of the teams performing consistently better than the MTI indexer used by NLM to suggest MESH headings to curators. Task 1b used benchmark datasets containing 29 development and 282 test English questions, along with gold standard (reference) answers, prepared by a team of biomedical experts from around Europe and participants had to automatically produce answers. Three teams participated in Task 1b, with 11 system runs. The BIOASQ infrastructure, including benchmark datasets, evaluation mechanisms, and the results of the participants and baseline methods, is publicly available.Conclusions : A publicly available evaluation infrastructure for biomedical semantic indexing and QA has been developed, which includes benchmark datasets, and can be used to evaluate systems that: assign MESH headings to published articles or to English questions; retrieve relevant RDF triples from ontologies, relevant articles and snippets from PUBMED Central; produce “exact” and paragraph-sized “ideal” answers (summaries). The results of the systems that participated in the 2013 BIOASQ competition are promising. In Task 1a one of the systems performed consistently better from the NLM’s MTI indexer. In Task 1b the systems received high scores in the manual evaluation of the “ideal” answers; hence, they produced high quality summaries as answers. Overall, BIOASQ helped obtain a unified view of how techniques from text classification, semantic indexing, document and passage retrieval, question answering, and text summarization can be combined to allow biomedical experts to obtain concise, user-understandable answers to questions reflecting their real information needs.
|
|
Keyword:
[INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM]; BIOASQ Competition; ClassY; Hierarchical Text Classification; Information retrieval; Multi-document text summarization; Passage retrieval; Question answering; Semantic indexing
|
|
URL: https://doi.org/10.1186/s12859-015-0564-6 https://hal.sorbonne-universite.fr/hal-01156600 https://hal.sorbonne-universite.fr/hal-01156600/document https://hal.sorbonne-universite.fr/hal-01156600/file/Tsatsaronis_2015_An_overview_of_the.pdf
|
|
BASE
|
|
Hide details
|
|
5 |
CANÉPHORE~: a French corpus for aspect-based sentiment analysis evaluation ; CANÉPHORE : un corpus français pour la fouille d'opinion ciblée
|
|
|
|
In: 22e conférence sur le Traitement Automatique des Langues Naturelles (TALN) ; https://hal.archives-ouvertes.fr/hal-01169293 ; 22e conférence sur le Traitement Automatique des Langues Naturelles (TALN), Jun 2015, Caen, France ; https://taln2015.greyc.fr/ (2015)
|
|
BASE
|
|
Show details
|
|
6 |
Acquisition of Novel Traces in Short-term Implicit Memory: Priming for Illegal Nonwords and New Associations
|
|
|
|
In: Memory and Cognition (2015)
|
|
BASE
|
|
Show details
|
|
7 |
Machine Intelligence for Health Information: Capturing Concepts & Trends in Social Media via Query Expansion
|
|
|
|
In: Machine Intelligence for Health Information: Capturing Concepts & Trends in Social Media via Query Expansion (2015)
|
|
BASE
|
|
Show details
|
|
8 |
Acquisition of Novel Traces in Short-term Implicit Memory: Priming for Illegal Nonwords and New Associations
|
|
|
|
In: Memory and Cognition (2015)
|
|
BASE
|
|
Show details
|
|
9 |
The Austronesian Basic Vocabulary Database: From bioinformatics to lexomics
|
|
|
|
In: Evolutionary Bioinformatics ; http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2614200/ (2015)
|
|
BASE
|
|
Show details
|
|
11 |
Typing relations in distributional thesauri
|
|
|
|
In: Language Production, Cognition, and the Lexicon ; https://hal-cea.archives-ouvertes.fr/cea-01858464 ; Nuria Gala and Reinhard Rapp and Gemma Bel. Language Production, Cognition, and the Lexicon, 48, Springer, pp.113--134, 2015, Text, Speech and Language Technology (2015)
|
|
BASE
|
|
Show details
|
|
12 |
Automatic Domain-Specific Keyphrase Annotation ; Indexation automatique par termes-clés en domaines de spécialité
|
|
|
|
In: https://hal.archives-ouvertes.fr/tel-02930615 ; Computation and Language [cs.CL]. Université de Nantes (UN), 2015. English (2015)
|
|
BASE
|
|
Show details
|
|
13 |
ИНОСТРАННЫЙ ЯЗЫК В МАГИСТРАТУРЕ: ПОДВЕДЕНИЕ ИТОГОВ (НЕМЕЦКИЙ ЯЗЫК С НУЛЕВОГО УРОВНЯ)
|
|
|
|
BASE
|
|
Show details
|
|
14 |
Проектирование лингвистических онтологий для информационных систем в широких предметных областях
|
|
ЛУКАШЕВИЧ Н.В.; ДОБРОВ Б.В.. - : Государственное образовательное учреждение высшего профессионального образования «Самарский государственный аэрокосмический университет им. академика С.П. Королёва (национальный исследовательский университет)», 2015
|
|
BASE
|
|
Show details
|
|
15 |
A comparative study of online translation services for cross language Information retrieval
|
|
|
|
In: Hosseinzadeh Vahid, Ali, Arora, Piyush orcid:0000-0002-4261-2860 , Liu, Qun orcid:0000-0002-7000-1792 and Jones, Gareth J.F. orcid:0000-0003-2923-8365 (2015) A comparative study of online translation services for cross language Information retrieval. In: 24th International Conference on World Wide Web Companion, 18–22 May 2015, Florence, Italy. ISBN 978-1-4503-3473-0 (2015)
|
|
BASE
|
|
Show details
|
|
16 |
Domain adaptation for machine translation with instance selection
|
|
|
|
In: Bicici, Ergun (2015) Domain adaptation for machine translation with instance selection. The Prague Bulletin of Mathematical Linguistics, 103 (1). pp. 5-20. ISSN 1804-0462 (2015)
|
|
BASE
|
|
Show details
|
|
17 |
LECSIE - Linked Events Collection for Semantic Information Extraction
|
|
|
|
In: 2015 25th Meeting of Computational Linguistics in The Netherlands (CLIN25) ; https://hal.archives-ouvertes.fr/hal-03198230 ; 2015 25th Meeting of Computational Linguistics in The Netherlands (CLIN25), ACL : Association for Computational Linguistics; University of Antwerp, Feb 2015, Antwerp, Netherlands ; https://www.clips.uantwerpen.be/clin25.bak.160321/home (2015)
|
|
BASE
|
|
Show details
|
|
18 |
Thésaurus distributionnels pour la recherche d'information et vice-versa
|
|
|
|
In: Conférence en Recherche d’Information et Applications ; https://hal.archives-ouvertes.fr/hal-01226532 ; Conférence en Recherche d’Information et Applications, Mar 2015, Paris, France (2015)
|
|
BASE
|
|
Show details
|
|
19 |
IRISA at DeFT 2015: Supervised and Unsupervised Methods in Sentiment Analysis
|
|
|
|
In: DeFT, Défi Fouille de Texte, joint à la conférence TALN 2015 ; https://hal.archives-ouvertes.fr/hal-01226528 ; DeFT, Défi Fouille de Texte, joint à la conférence TALN 2015, Jun 2015, Caen, France (2015)
|
|
BASE
|
|
Show details
|
|
20 |
Thésaurus distributionnels pour la recherche d'information et vice-versa
|
|
|
|
In: ISSN: 1279-5127 ; EISSN: 1963-1014 ; Document Numérique ; https://hal.archives-ouvertes.fr/hal-01226551 ; Document Numérique, Lavoisier, 2015, 18 (2-3), ⟨10.3166/DN.18.2-3.101-121⟩ (2015)
|
|
BASE
|
|
Show details
|
|
|
|