On the surprising behavior of distance metrics in high dimensional space, Pages 420-434 of : International Conference on Database Theory, 2001. ,
Fast algorithms for mining association rules, Pages 487-499 of : Proc. 20th int. conf. very large data bases, VLDB, vol.1215, 1994. ,
The stages of event extraction, Pages 1-8 of : Proceedings of the Workshop on Annotating and Reasoning about Time and Events, 2006. ,
Predicting judicial decisions of the European Court of Human Rights : A Natural Language Processing perspective, PeerJ Computer Science, vol.2, p.93, 2016. ,
Using Background Knowledge In Case-based Legal Reasoning : A Computational Model And An Intelligent Learning Environment, Artificial Intelligence, vol.150, issue.1-2, pp.183-237, 2003. ,
Evaluating A Learning Environment For Case-based Argumentation Skills, Pages 170-179 of : Proceedings of the 6th international conference on artificial intelligence and law (ICAIL), 1997. ,
Malay named entity recognition based on rule-based approach, International Journal of Machine Learning and Computing, vol.4, issue.3, p.300, 2014. ,
Practical Selection of SVM Supervised Parameters with Different Feature Representations for Vowel Recognition, International Journal of Digital Content Technology and its Applications (JDCTA), vol.7, issue.9, 2013. ,
Kannada named entity recognition and classification (NERC) based on multinomial naïve bayes (MNB) classifier, International Journal on Natural Language Computing (IJNLC), vol.4, issue.4, 2015. ,
Les décisions d'expulsion d'occupants sans droit ni titre -Connaissance empirique d'un contentieux hétérogène, 2003. ,
Automatic Extraction of Entities and Relation from Legal Documents. Pages 1-8 of, Proceedings of the Seventh Named Entities Workshop, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02407016
Simple But Toughto-beat Baseline For Sentence Embeddings, Proceedings of 5th International Conference on Learning Representations, 2017. ,
Modeling Legal Arguments : Reasoning With Cases And Hypotheticals, 1990. ,
Automatically classifying case texts and predicting outcomes, Artificial Intelligence and Law, vol.17, issue.2, pp.125-165, 2009. ,
An LCS-based string metric. Olso, Norway : University of Oslo, 2009. ,
, Document Clustering Using K-means And K-medoids, 2015.
Coding chunkers as taggers, 2009. ,
Four common misconceptions in exploratory factor analysis. Pages 81-108 of : Statistical and methodological myths and urban legends, 2010. ,
A survey of fuzzy clustering algorithms for pattern recognition. I, IEEE Transactions on Systems, Man, and Cybernetics, vol.29, issue.6, pp.778-785, 1999. ,
Arrêts des cours d'appel : la base JU-RICA enfin en service chez Lexbase, 2010. ,
Classification based on extensions of LS-PLS using logistic regression : application to clinical and multiple genomic data, BMC bioinformatics, vol.19, issue.1, p.314, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01405101
A User's Guide to Support Vector Machines, Data Mining Techniques for the Life Sciences, vol.13, pp.223-239, 2010. ,
Arguing With Cases. Pages 85-100 of, Proceedings of The Tenth Conference of The Foundation for Legal Knowledge Systems (JURIX'97), 1997. ,
NEST : A Compositional Approach to Rule-Based and Case-Based Reasoning, Advances in Artificial Intelligence, p.15, 2011. ,
FCM : The fuzzy c-means clustering algorithm, Computers & Geosciences, vol.10, issue.2-3, pp.191-203, 1984. ,
, Latent Dirichlet Allocation. the Journal of Machine Learning Research, vol.3, pp.993-1022, 2003.
LexNLP : Natural Language Processing and Information Extraction For Legal and Regulatory Texts, 2018. ,
An ordination of the upland forest communities of southern Wisconsin, Ecological monographs, vol.27, issue.4, pp.325-349, 1957. ,
, Random Forests. Machine Learning, vol.45, pp.5-32, 2001.
Classification and Regression Trees, Statistics/Probability Series. Belmont, California, 1984. ,
Selecting and weighting n-grams to identify 1100 languages, Pages 475-483 of : International Conference on Text, Speech and Dialogue, 2013. ,
Improving the representation of legal case texts with information extraction methods, Pages 42-51 of : Proceedings of the 8th international conference on Artificial intelligence and law, 2001. ,
Predicting outcomes of case based legal arguments. Pages 233-242 of, Proceedings of the 9th international conference on Artificial intelligence and law, 2003. ,
Not unles you ask nicely : The interpretative nexus between analysis and information, Literary and Linguistic Computing, vol.7, pp.91-109, 1992. ,
A Low-cost, Highcoverage Legal Named Entity Recognizer, Classifier And Linker. Pages 9-18 of : Proceedings of the 16th edition of the International Conference on Articial Intelligence and Law, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01541446
Applying name entity recognition to informal text, 2005. ,
Simbow at semeval-2017 task 3 : Soft-cosine semantic similarity between questions for community question answering. Pages 315-319 of, Proceedings of the 11th International Workshop on Semantic Evaluation, 2017. ,
Similarité textuelle pour l'association de documents journalistiques, 15e Conférence en Recherche d'Information et Applications (CORIA), 2018. ,
Extracting Meaningful Entities From Police Narrative Reports. Pages 1-5 of, Proceedings of the 2002 annual national conference on Digital government research, 2002. ,
Domain adaptation of rule-based annotators for named-entity recognition tasks, Pages 1002-1012 of : Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010. ,
A coefficient of agreement for nominal scales. Educational and psychological measurement, vol.20, pp.37-46, 1960. ,
Support-vector networks. Machine Learning, vol.20, pp.273-297, 1995. ,
Nearest Neighbor Pattern Classification, IEEE Transactions on Information Theory, vol.13, issue.1, pp.21-27, 1967. ,
L'opinion des Français sur la justice, p.125, 2014. ,
Indexing By Latent Semantic Analysis, Journal Of The American Society For Information Science, vol.41, issue.6, pp.391-407, 1990. ,
Base de données CAPP, 2019. ,
Boosting SVM classifiers by ensemble, Pages 1072-1073 of : Special Interest Tracks And Posters Of The 14th International Conference On World Wide Web, 2005. ,
Named entity recognition and resolution in legal text. Pages 27-43 of : Semantic Processing of Legal Texts, 2010. ,
, Pattern Classification And Scene Analysis, vol.3, 1973.
Using Latent Semantic Analysis To Improve Access To Textual Information. Pages 281-285 of, Proceedings of the SIGCHI conference on Human factors in computing systems, 1988. ,
High dimensional classification with combined adaptive sparse PLS and logistic regression, Bioinformatics, vol.34, issue.3, pp.485-493, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01587360
Finding Structure In Time, Cognitive science, vol.14, issue.2, pp.179-211, 1990. ,
A Density-based Algorithm For Discovering Clusters In Large Spatial Databases With Noise, Pages 226-231 of : KDD, vol.96, 1996. ,
Using word embedding to evaluate the coherence of topics from twitter data, Pages 1057-1060 of : Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016. ,
Incorporating Non-local Information Into Information Extraction Systems By Gibbs Sampling. Pages 363-370 of, Proceedings of the 43rd annual meeting on association for computational linguistics, 2005. ,
The use of multiple measurements in taxonomic problems, Annals of Eugenics, vol.7, issue.2, pp.179-188, 1936. ,
Cluster analysis of multivariate data : Efficiency vs. interpretability of classification, Biometrics, vol.21, issue.3, pp.768-769, 1965. ,
The WEKA workbench. Fourth edn, 2016. ,
Automatic recognition of multi-word terms :. the c-value/nc-value method, International journal on digital libraries, vol.3, issue.2, pp.115-130, 2000. ,
Experiments on the use of feature selection and negative evidence in automated text categorization, Pages 59-68 of : International Conference on Theory and Practice of Digital Libraries, 2000. ,
, Computational Law : The Cop in the Backseat. The standford Center for Legal Informatics hosted the third annual FutureLaw, 2015.
, Linear and quadratic discriminant analysis : Tutorial, 2019.
Bag of tricks for efficient text classification, Pages 427-431 of : Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, vol.2, pp.3-7, 2017. ,
Message understanding conference-6 : A brief history, The 16th International Conference on Computational Linguistics, vol.1, 1996. ,
Some necessary conditions for common-factor analysis, Psychometrika, vol.19, issue.2, pp.149-161, 1954. ,
On clustering validation techniques, Journal of intelligent information systems, vol.17, issue.2-3, pp.107-145, 2001. ,
ProMiner : rule-based protein and gene entity recognition, BMC bioinformatics, vol.6, issue.1, p.14, 2005. ,
The semantic measures library and toolkit : fast computation of semantic similarity and relatedness using biomedical ontologies, Bioinformatics, vol.30, issue.5, pp.740-742, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01059329
Semantic similarity from natural language and ontology analysis, Synthesis Lectures on Human Language Technologies, vol.8, issue.1, pp.1-254, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01288380
Relational duals of the c-means clustering algorithms, Pattern recognition, vol.22, issue.2, pp.205-212, 1989. ,
Algorithms For The Longest Common Subsequence Problem, Journal of the ACM (JACM), vol.24, issue.4, pp.664-675, 1977. ,
Long Short-Term Memory, Neural Computation, vol.9, pp.1735-1780, 1997. ,
Similarity measures for text document clustering, Pages 9-56 of : Proceedings of the sixth new zealand computer science research student conference (NZCSRSC2008), vol.4, 2008. ,
Comparing partitions, Journal of classification, vol.2, issue.1, pp.193-218, 1985. ,
Text Classification for Patents : Experiments with Unigrams, Bigrams and Different Weighting Methods, International Journal of Contents, vol.13, issue.2, 2017. ,
Etude comparative de la distribution florale dans une portion des Alpes et des Jura, Bulletin de la Société Vaudoise Sciences Naturelles, vol.37, pp.547-579, 1901. ,
Pensions alimentaires pour enfants lors du divorce -Les juges appliquent-ils implicitement un calcul fondé sur le coût de l'enfant, Revue des politiques sociales et familiales, vol.84, pp.5-18, 2006. ,
A Probabilistic Model Of Information Retrieval : Development And Comparative Experiments, Information Processing & Management, vol.36, issue.6, pp.809-840, 2000. ,
Serial Order : A Parallel Distributed Processing Approach, 1985. ,
The application of electronic computers to factor analysis, Educational and psychological measurement, vol.20, issue.1, pp.141-151, 1960. ,
Predicting the behavior of the supreme court of the united states : A general approach, 2014. ,
A general approach for predicting the behavior of the Supreme Court of the United States, PloS one, vol.12, issue.4, p.174698, 2017. ,
Clustering By Means Of Medoids, Statistical Data Analysis Based on the L1-Norm, pp.405-416, 1987. ,
Introduction to the bio-entity recognition task at JNLPBA. Pages 70-75 of, Proceedings of the international joint workshop on natural language processing in biomedicine and its applications. Association for Computational Linguistics, 2004. ,
A methodology for feature selection in named entity recognition. Strengthening the Role of ICT in Development, p.88, 2007. ,
Combining classifiers, Pages 897-901 of : Proceedings of 13th international conference on pattern recognition, vol.2, 1996. ,
, On combining classifiers. IEEE transactions on pattern analysis and machine intelligence, vol.20, pp.226-239, 1998.
Feature subset selection in conditional random fields for named entity recognition. Pages 185-191 of, Proceedings of the International Conference RANLP-2009, 2009. ,
, Segment representations in named entity recognition. Pages 61-70 of : International Conference on Text, Speech, and Dialogue, 2015.
Low-Complexity Fuzzy Relational Clustering Algorithms For Web Mining, IEEE transactions on Fuzzy Systems, vol.9, issue.4, pp.595-607, 2001. ,
Statistical Recognition of References in Czech Court Decisions. Pages 51-61 of : Gelbukh, Human-Inspired Computing and Its Applications : 13th Mexican International Conference on Artificial Intelligence, vol.2014, 2014. ,
Impact of multicollinearity on small sample hydrologic regression models, Water resources research, vol.49, issue.6, pp.3756-3769, 2013. ,
Similarity analysis of legal judgments, Proceedings of Compute 2011 -Fourth Annual ACM Bangalore Conference, vol.17, 2011. ,
Combining pattern classifiers : methods and algorithms, 2004. ,
From word embeddings to document distances, Pages 957-966 of : International Conference on Machine Learning, 2015. ,
Entropy and correlation : Some comments, IEEE Transactions on Systems, Man, and Cybernetics, vol.17, issue.3, pp.517-519, 1987. ,
Les avantages et les limites de la méthode «Partial Least Square »(PLS) : une illustration empirique dans le domaine de la GRH, Revue de gestion des ressources humaines, vol.80, pp.45-64, 2011. ,
Conditional random fields : probabilistic models for segmenting and labeling sequence data, International Conference on Machine Learning, 2001. ,
Discours du Premier Président de la Cour de Cassation Vincent Lamanda lors de l'audience solennelle de début d'année, 2010. ,
, Neural architectures for named entity recognition, 2016.
Supervised and traditional term weighting methods for automatic text categorization, IEEE transactions on pattern analysis and machine intelligence, vol.31, pp.721-735, 2009. ,
, Analyses économiques du droit : principes, méthodes, résultats. Editions de Boeck Université. Chap. 4. Analyse économique de la résolution des litiges, 2009.
, ACE (Automatic Content Extraction) English Annotation Guidelines for Events. 5.4.3 edn. Linguistic Data Consortium, LDC, 2005.
, ACE (Automatic Content Extraction) English Annotation Guidelines for Relations. 6.2 edn. Linguistic Data Consortium, LDC, 2008.
Distributed Representations of Sentences and Documents. Pages 1188-1196 of, Proceedings of the 31st International Conference on Machine Learning. Proceedings of Machine Learning Research, vol.32, 2014. ,
The rise and fall of the legal expert system, European Journal of Law and Technology, vol.1, issue.1, pp.179-201, 2010. ,
WCP-RNN : a novel RNNbased approach for Bio-NER in Chinese EMRs, The Journal of Supercomputing, pp.1-18, 2018. ,
The perceptron algorithm with uneven margins, Pages 379-386 of : ICML, vol.2, 2002. ,
On the limited memory BFGS method for large scale optimization, Mathematical programming, vol.45, issue.1, pp.503-528, 1989. ,
Feature selection for knowledge discovery and data mining, vol.454, 2012. ,
AS-GARD : A Portable Architecture For Multilingualdialogue Systems, Pages 8386-8390 of : 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013. ,
PLS and dimension reduction for classification, Computational Statistics, vol.22, issue.2, pp.189-208, 2007. ,
Jurisprudence : Realism in Theory and Practice, 1962. ,
, Computational law. Pages 205-209 of : Proceedings of the 10th international conference on Artificial intelligence and law, 2005.
An Efficient Approach to Learning Chinese Judgment Document Similarity Based on Knowledge Summarization, 2018. ,
, Overview of the FIRE 2017 IRLeD Track : Information Retrieval from Legal Documents. Pages 63-68 of : FIRE (Working Notes), 2017.
Flat clustering, of : Introduction to information retrieval, vol.16, pp.349-375, 2009. ,
Scoring, term weighting and the vector space model, of : Introduction to information retrieval, vol.6, pp.109-133, 2009. ,
Large-sample multiple comparisons, Psychological bulletin, vol.65, issue.5, p.280, 1966. ,
Delta TFIDF : An Improved Feature Space for Sentiment Analysis, Third International AAAI Conference on Weblogs and Social Media (ICWSM), 2009. ,
, MALLET : A Machine Learning for Language Toolkit, 2012.
A Logical Calculus Of The Ideas Immanent In Nervous Activity. The bulletin of mathematical biophysics, vol.5, pp.115-133, 1943. ,
Discriminant analysis and statistical pattern recognition, 1992. ,
Judicial Decisions of the European Court of Human Rights : Looking into the Crystal Ball, Proceedings of the Conference on Empirical Legal Studies, 2018. ,
Named entity recognition without gazetteers, Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics, 1999. ,
Efficient estimation of word representations in vector space, Proceedings of the International Conference on Learning Representations, 2013. ,
Study on the structure of argumentation in case law, Pages 11-20 of : Proceedings of the 2008 Conference on Legal Knowledge and Information Systems, 2008. ,
What information retrieval can learn from case-based reasoning. Pages 83-91 of : Legal Knowledge and Information Systems, for Jurix 2002 : The Fifteenth Annual Conference, 2002. ,
Automatic detection of arguments in legal texts, Pages 225-230 of : Proceedings of the 11th international conference on Artificial intelligence and law, 2007. ,
Artificial Intelligence and Law : What Do People Really Want ? : Example of a French Multidisciplinary Working Group. Pages 224-228 of, Proceedings of the 17th International Conference on Artificial Intelligence and Law, 2019. ,
Gini-PLS Regressions, Journal of Quantitative Economics, pp.1-36, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02187582
A survey of named entity recognition and classification, Lingvisticae Investigationes, vol.30, pp.3-26, 2007. ,
Similarity Analysis of Court Judgements Using Association Rule Mining on Case Citation Data -A Case Study, International Journal of Engineering Research and Technology, vol.11, issue.3, pp.373-381, 2018. ,
Blind domain transfer for named entity recognition using generative latent topic models. Pages 281-289 of, Proceedings of the NIPS 2010 Workshop on Transfer Learning Via Rich Generative Models, 2010. ,
Legal NLP Introduction. Traitement automatique de la langue juridique / Legal Natural Language Processing -Revue TAL, vol.58, pp.7-19, 2017. ,
Probabilistic-fuzzy clustering algorithm. Pages 4786-4791 of, IEEE International Conference on Systems, Man and Cybernetics, vol.5, 2004. ,
Feature selection, perceptron learning, and a usability case study for text categorization, Pages 67-73 of : ACM SIGIR Forum, vol.31, 1997. ,
Joint Event Extraction via Recurrent Neural Networks. Pages 300-309 of, 2016. ,
Using maximum entropy for text classification, Pages 61-67 of : IJCAI-99 Workshop on Machine Learning for Information Filtering, vol.1, 1999. ,
Gini regression analysis. International Statistical Review/Revue Internationale de Statistique, pp.185-196, 1992. ,
Positive matrix factorization : A non-negative factor model with optimal utilization of error estimates of data values, Environmetrics, vol.5, issue.2, pp.111-126, 1994. ,
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features. Pages 528-540 of, Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics : Human Language Technologies (NAACL), vol.1, 2018. ,
Endto-End Information Extraction without Token-Level Supervision, Proceedings of the Workshop on Speech-Centric Natural Language Processing, 2017. ,
A statistical profile of the named entity task, Pages 190-193 of : Proceedings of the fifth conference on Applied natural language processing, 1997. ,
A study of information retrieval weighting schemes for sentiment analysis, Pages 1386-1395 of : Proceedings of the 48th annual meeting of the association for computational linguistics, 2010. ,
Scikitlearn : Machine Learning in Python, Journal of Machine Learning Research, vol.12, pp.2825-2830, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00650905
Glove : Global vectors for word representation, Pages 1532-1543 of : Proceedings Of The 2014 Conference On Empirical Methods In Natural Language Processing (EMNLP), 2014. ,
Machine Learning for Tagging of Biomedical Literature, 2012. ,
Using Latent Topic Features for Named Entity Extraction in Search Queries, 2011. ,
, Artificial Intelligence : Foundations of Computational Agents, 2017.
Evaluation Of Spoken Language Systems : The ATIS Domain, Pages 91-95 of : Proceedings of the Speech and Natural Language Workshop of the Human Language Technology Conference, 1990. ,
Application Web permettant la recherche d'information dans les décisions de justice -Stage Master1 au LGI2P/IMT Mines Alès, 2017. ,
Floating search methods in feature selection, Pattern recognition letters, vol.15, issue.11, pp.1119-1125, 1994. ,
C4.5 : Programming for machine learning, vol.38, p.48, 1993. ,
A tutorial on hidden Markov models and selected applications in speech recognition, Proceedings of the IEEE, vol.77, pp.257-286, 1989. ,
Enhancing learning using feature and example selection, Texas A&M University, 2003. ,
Objective criteria for the evaluation of clustering methods, Journal of the American Statistical association, vol.66, issue.336, pp.846-850, 1971. ,
, Naive Bayes and Text Classification I : Introduction and Theory, 2014.
Legal documents clustering using latent dirichlet allocation, International Journal of Applied Information Systems (IJAIS), vol.2, issue.6, pp.34-37, 2012. ,
Software Framework for Topic Modelling with Large Corpora, Pages 45-50 of : Proceedings of the LREC 2010 Workshop on New Challenges for NLP Frameworks, 2010. ,
An Empirical Study Of The Naive Bayes Classifier. Pages 41-46 of : IJCAI, Workshop On Empirical Methods In Artificial Intelligence, vol.3, 2001. ,
The Perceptron : A Probabilistic Model For Information Storage And Organization In The Brain, Psychological Review, vol.65, issue.6, p.386, 1958. ,
Silhouettes : A Graphical Aid To The Interpretation And Validation Of Cluster Analysis, Journal Of Computational And Applied Mathematics, vol.20, pp.53-65, 1987. ,
Learning from small data set to build classification model : A survey, Internationla Journal of Computer Applications, vol.975, issue.8887, pp.23-26, 2013. ,
An Improved Fuzzy K-medoids Clustering Algorithm With Optimized Number Of Clusters, Pages 206-210 of : Proceedings of the 11th International Conference on Hybrid Intelligent Systems (HIS), 2011. ,
Term-weighting, Approaches In Automatic Text Retrieval. Information Processing & Management, vol.24, issue.5, pp.513-523, 1988. ,
Introduction To Modern Information Retrieval, 1983. ,
A Vector Space Model For Automatic Indexing, Communications of the ACM, vol.18, issue.11, pp.613-620, 1975. ,
Determining the number of clusters/segments in hierarchical clustering/segmentation algorithms. Pages 576-584 of, 16th IEEE International Conference on Tools with Artificial Intelligence, 2004. ,
A family of correlation coefficients based on the extended Gini index, The Journal of Economic Inequality, vol.1, issue.2, pp.129-146, 2003. ,
TreeTagger -a part-of-speech tagger for many languages, Proceedings of International Conference on New Methods in Language Processing, vol.154, 1994. ,
A comparison of classifiers and document representations for the routing problem, Pages 229-237 of : Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval, 1995. ,
Named entity recognition : A literature survey, 2014. ,
Normalized Cuts and Image Segmentation, IEEE Transactions On Pattern Analysis And Machine Intelligence, vol.22, issue.8, pp.888-905, 2000. ,
Recognizing cited facts and principles in legal judgements, Artificial Intelligence and Law, vol.25, issue.1, pp.107-126, 2017. ,
Soft similarity and soft cosine measure : Similarity of features in vector space model, Computación y Sistemas, vol.18, issue.3, pp.491-504, 2014. ,
GROPUS an Adaptive Rule-based Algorithm for Information Extraction, 2008. ,
Improved sqrt-cosine similarity measurement, Journal of Big Data, vol.4, issue.1, p.25, 2017. ,
A statistical interpretation of term specificity and its application in retrieval, Journal of Documentation, vol.28, issue.1, pp.11-21, 1972. ,
Impact of similarity measures on web-page clustering. Page 64 of : Workshop on artificial intelligence for web search, vol.58, 2000. ,
Exploring the Use of Text Classification in the Legal Domain, Proceedings of Bibliographie 2nd Workshop on Automated Semantic Analysis of Information in Legal Texts. ASAIL'2017, 2017. ,
Predicting the Law Area and Decisions of French Supreme Court Cases. Pages 716-722 of, Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2017. ,
La régression PLS : théorie et pratique, Editions TECHNIP, 1998. ,
La regression logistique PLS, Modèles statistiques pour données qualitatives. Editions Technip, vol.12, pp.263-276, 2005. ,
, GATE JAPE Grammar Tutorial, 2009.
A Text Similarity Approach for Precedence Retrieval from Legal Documents, Pages 90-91 of : Proceedings of Forum for Information Retrieval Evaluation -FIRE (Working Notes), 2017. ,
Who belongs in the family ?, Psychometrika, vol.18, issue.4, pp.267-276, 1953. ,
Introduction to the CoNLL-2003 Shared Task : Language-independent Named Entity Recognition. Pages 142-147 of, Proceedings of the Seventh Conference on Natural Language Learning at HLT-NAACL 2003, vol.4, 2003. ,
Review of classifier combination methods. Pages 361-386 of : Machine learning in document analysis and recognition, 2008. ,
, LEGAL REALISM & JUDICIAL DECISION-MAKING. Jurisprudencija, vol.19, 2012.
Quantitative analysis of judicial processes : Some practical and theoretical applications, Law and Contemporary Problems, vol.28, issue.1, pp.164-184, 1963. ,
Macro-and micro-averaged evaluation measures, Computational Linguistics & Psycholinguistics (CLiPS), 2013. ,
The Nature of Statistical Learning Theory, 1995. ,
Understanding interobserver agreement : the kappa statistic, Family Medicine, vol.37, issue.5, pp.360-363, 2005. ,
A survey on similarity measures in text mining, Machine Learning and Applications : An International Journal, vol.3, issue.2, pp.19-28, 2016. ,
Information theoretic measures for clusterings comparison : Variants, properties, normalization and correction for chance, Journal of Machine Learning Research, vol.11, pp.2837-2854, 2010. ,
Pointer networks. Pages 2692-2700 of, Advances in Neural Information Processing Systems, 2015. ,
Error bounds for convolutional codes and an asymptotically optimum decoding algorithm, IEEE Transactions on Information Theory, vol.13, issue.2, pp.260-269, 1967. ,
A tutorial on spectral clustering, Statistics and computing, vol.17, issue.4, pp.395-416, 2007. ,
Conditional Random Fields : An Introduction, 2004. ,
LEXIA -A Data Science Environment for Semantic Analysis of German Legal Texts, IRIS : Internationales Rechtsinformatik Symposium. Salzburg, 2016. ,
Automated extraction of semantic information from German legal documents, IRIS : Internationales Rechtsinformatik Symposium, 2017. ,
Predicting the Outcome of Appeal Decisions in Germany's Tax Law, Pages 89-99 of : International Conference on Electronic Participation, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01703326
Rule-based Information Extraction : Advantages, Limitations, And Perspectives. Jusletter IT, 2018. ,
Survey on distance metric learning and dimensionality reduction in data mining, Data Mining and Knowledge Discovery, vol.29, issue.2, pp.534-564, 2015. ,
Baselines and bigrams : Simple, good sentiment and topic classification, Pages 90-94 of : Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics : Short Papers, vol.2, 2012. ,
Hidden Markov models and the Baum-Welch algorithm, IEEE Information Theory Society Newsletter, vol.53, issue.4, pp.10-13, 2003. ,
Estimation of principal components and related models by iterative least squares, Multivariate Analysis, pp.391-420, 1966. ,
Balancing between overweighting and under-weighting in supervised term weighting. Information Processing & Management, vol.53, pp.547-557, 2017. ,
A comparison of search term weighting : term relevance vs. inverse document frequency. Pages 30-39 of, ACM SIGIR Forum, vol.16, 1981. ,
Lexical Semantics and Expert Legal Knowledge towards the Identification of Legal Case Factors, Pages 127-136 of : JURIX, vol.10, 2010. ,
Approaches to text mining arguments from legal cases. Pages 60-79 of : Semantic Processing of Legal Texts : where the Language of Law Meets the Law of Language, 2010. ,
Informatica e Diritto : special issue on legal ontologies and artificial intelligent techniques, vol.19, pp.9-18, 2010. ,
Corpus Creation, Handbook of Natural Language Processing, pp.146-165, 2010. ,
Integrating document clustering and topic modeling, Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI2013), 2013. ,
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models, Pages 2145-2158 of : Proceedings of the 27th International Conference on Computational Linguistics, 2018. ,
Joint Extraction of Events and Entities within a Document Context. Pages 289-299 of, Proceedings of NAACL-HLT, 2016. ,
A comparative study on feature selection in text categorization, Pages 412-420 of : ICML, vol.97, 1997. ,
Text classification based on partial least square analysis. Pages 834-838 of, Proceedings of the 2007 ACM symposium on Applied computing, 2007. ,
, Conditional Random Fields. CS769 Spring 2010 Advanced Natural Language Processing, 2010.
Analysis and optimization of fasttext linear text classifier, 2017. ,