53 4.2.1 Syntactic Dependency Analysis, 54 4.2.2 Dependency Patterns and Edit Distance . . . . . . . . . . . 55 ,
59 4.3.1 Trigger Word Collection, p.62 ,
87 6.1.1 Evaluation of Different Feature Groups, Experiments and Results 6.1 Participation to, p.90 ,
90 6.2.1 Statistical Difference Between TAC KBP Evaluation Datasets in 2015 and 2016, p.91 ,
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling, Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp.828-838, 2016. ,
DOI : 10.18653/v1/N16-1097
URL : http://arxiv.org/pdf/1603.05157
Cis at tac cold start 2015: Neural networks and coreference resolution for slot filling, Proc. TAC2015, 2015. ,
DOI : 10.18653/v1/n16-1097
URL : http://arxiv.org/pdf/1603.05157
A Comparison of the Events and Relations Across ACE, ERE, TAC-KBP, and FrameNet Annotation Standards, Proceedings of the Second Workshop on EVENTS: Definition, Detection, Coreference, and Representation, pp.45-53, 2014. ,
DOI : 10.3115/v1/W14-2907
URL : https://doi.org/10.3115/v1/w14-2907
Pattern learning for relation extraction with a hierarchical topic model, Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers, pp.54-59, 2012. ,
Graph Ranking for Collective Named Entity Disambiguation, Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp.75-80, 2014. ,
DOI : 10.3115/v1/P14-2013
URL : https://doi.org/10.3115/v1/p14-2013
Stanford's 2014 slot filling systems, 2014. ,
Bootstrapped self training for knowledge base population, Proceedings of the Eighth Text Analysis Conference, 2015. ,
DBpedia: A Nucleus for a Web of Open Data, The semantic web, pp.722-735, 2007. ,
DOI : 10.1007/978-3-540-76298-0_52
URL : https://link.springer.com/content/pdf/10.1007%2F978-3-540-76298-0_52.pdf
Relation Extraction from the Web Using Distant Supervision, 2016. ,
DOI : 10.1007/978-3-319-13704-9_3
URL : http://www.semantic-web-journal.net/system/files/swj742.pdf
Open Information Extraction from the Web, In: IJ- CAI, vol.7, pp.2670-2676, 2007. ,
Neural Probabilistic Language Models, Journal of machine learning research 3.Feb, pp.1137-1155, 2003. ,
DOI : 10.1007/3-540-33486-6_6
URL : https://hal.archives-ouvertes.fr/hal-01434258
University of Texas at Austin KBP 2013 Slot Filling System: Bayesian Logic Programs for Textual Inference, 2013. ,
Inside YAGO2s, Proceedings of the 22nd International Conference on World Wide Web, WWW '13 Companion, pp.325-328, 2013. ,
DOI : 10.1145/1526709.1526794
Freebase, Proceedings of the 2008 ACM SIGMOD international conference on Management of data , SIGMOD '08, pp.1247-1250, 2008. ,
DOI : 10.1145/1376616.1376746
Eigenvector-like measures of centrality for asymmetric relations, Social networks 23.3, pp.191-201, 2001. ,
DOI : 10.1016/S0378-8733(01)00038-7
URL : http://wiki.cs.unm.edu/pibbs/lib/exe/fetch.php?media=network_bonacichlloyd_directedeigenvectorcentrality.pdf
Using the fuzzy majority approach for GIS-based multicriteria group decision-making, Computers & Geosciences, vol.36, issue.3, pp.302-312, 2010. ,
DOI : 10.1016/j.cageo.2009.05.011
Topicrank: Graphbased topic ranking for keyphrase extraction, International Joint Conference on Natural Language Processing (IJCNLP), pp.543-551, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00917969
Bagging predictors, Machine learning 24.2, pp.123-140, 1996. ,
DOI : 10.2307/1403680
URL : https://link.springer.com/content/pdf/10.1007%2FBF00058655.pdf
An improved error model for noisy channel spelling correction, Proceedings of the 38th Annual Meeting on Association for Computational Linguistics , ACL '00, pp.286-293, 2000. ,
DOI : 10.3115/1075218.1075255
URL : http://dl.acm.org/ft_gateway.cfm?id=1075255&type=pdf
The anatomy of a large-scale hypertextual Web search engine, Computer networks and ISDN systems, pp.1-7, 1998. ,
DOI : 10.1016/S0169-7552(98)00110-X
URL : http://www.his.se/upload/51108/google.pdf
Learning to extract relations from the web using minimal supervision, 2007. ,
A shortest path dependency kernel for relation extraction, Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing , HLT '05, pp.724-731, 2005. ,
DOI : 10.3115/1220575.1220666
URL : http://acl.ldc.upenn.edu/H/H05/H05-1091.pdf
Using Encyclopedic Knowledge for Named entity Disambiguation, In: EACL, vol.6, pp.9-16, 2006. ,
Bidirectional Recurrent Convolutional Neural Network for Relation Classification, Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp.756-765, 2016. ,
DOI : 10.18653/v1/P16-1072
URL : https://doi.org/10.18653/v1/p16-1072
Voting based extreme learning machine, Information Sciences, vol.185, issue.1, pp.66-77, 2012. ,
DOI : 10.1016/j.ins.2011.09.015
Extracting Multilingual Relations under Limited Resources: TAC 2016 Cold-Start KB construction and Slot-Filling using Compositional Universal Schema, Proceedings of TAC, 2016. ,
A multi-perspective knowledge-based system for customer service management, Expert systems with applications 24.4, pp.457-470, 2003. ,
DOI : 10.1016/S0957-4174(02)00193-8
URL : http://hdl.handle.net/10397/25851
Muc-7 information extraction task definition, Proceeding of the seventh message understanding conference (MUC- 7), Appendices, pp.359-367, 1998. ,
A study on dependency tree kernels for automatic extraction of protein-protein interaction, Proceedings of BioNLP 2011 Workshop, pp.124-133, 2011. ,
Constructing biological knowledge bases by extracting information from text sources, In: ISMB, pp.77-86, 1999. ,
Dependency tree kernels for relation extraction, Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics , ACL '04, p.423, 2004. ,
DOI : 10.3115/1218955.1219009
URL : http://dl.acm.org/ft_gateway.cfm?id=1219009&type=pdf
Answering Clinical Questions with Knowledge-Based and Statistical Techniques, Computational Linguistics 33.1, pp.63-103, 2007. ,
DOI : 10.1016/j.ijmedinf.2005.06.007
URL : http://doi.org/10.1162/coli.2007.33.1.63
Ensemble learning, The handbook of brain theory and neural networks 2, pp.110-125, 2002. ,
Neural Temporal Relation Extraction, Proceedings of the 15th Conference of the European Chapter of the
Association for Computational Linguistics: Volume 2, Short Papers, p.746, 2017. ,
DOI : 10.18653/v1/E17-2118
URL : https://doi.org/10.18653/v1/e17-2118
Lexrank: Graph-based lexical centrality as salience in text summarization, Journal of Artificial Intelligence Research, vol.22, pp.457-479, 2004. ,
Identifying relations for open information extraction, Proceedings of the Conference on Empirical Methods in Natural Language Processing, pp.1535-1545, 2011. ,
Open question answering over curated and extracted knowledge bases, Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '14, pp.1156-1165, 2014. ,
DOI : 10.1145/2623330.2623677
Searching patterns for relation extraction over the web, Proceedings of the fourth ACM international conference on Web search and data mining, WSDM '11, pp.825-834, 2011. ,
DOI : 10.1145/1935826.1935933
Community detection in graphs, Physics Reports, vol.486, issue.3-5, pp.75-174, 2010. ,
DOI : 10.1016/j.physrep.2009.11.002
URL : http://arxiv.org/pdf/0906.0612v1.pdf
A Set of Measures of Centrality Based on Betweenness, Sociometry, vol.40, issue.1, pp.35-41, 1977. ,
DOI : 10.2307/3033543
A desicion-theoretic generalization of on-line learning and an application to boosting, European conference on computational learning theory, pp.23-37, 1995. ,
DOI : 10.1007/3-540-59119-2_166
A critical review of centrality measures in social networks, Business & Information Systems Engineering 2.6, pp.371-385, 2010. ,
SemEval-2007 task 04, Proceedings of the 4th International Workshop on Semantic Evaluations, SemEval '07, pp.13-18, 2007. ,
DOI : 10.3115/1621474.1621477
Community structure in social and biological networks, Proceedings of the national academy of sciences 99.12, pp.7821-7826, 2002. ,
DOI : 10.1086/285382
URL : http://www.pnas.org/content/99/12/7821.full.pdf
Message Understanding Conference-6, Proceedings of the 16th conference on Computational linguistics -, pp.466-471, 1996. ,
DOI : 10.3115/992628.992709
A Graph-based Method for Entity Linking, In: IJCNLP. Citeseer, pp.1010-1018, 2011. ,
Exploring various knowledge in relation extraction, Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics , ACL '05, pp.427-434, 2005. ,
DOI : 10.3115/1219840.1219893
Graph-Based Named Entity Linking with Wikipedia, Web Information System Engineering?WISE 2011, pp.213-226, 2011. ,
DOI : 10.3115/1118853.1118877
URL : http://web.science.mq.edu.au/~bhachey/pubs/hachey-wise11-graph-preprint.pdf
Collective entity linking in web text, Proceedings of the 34th international ACM SIGIR conference on Research and development in Information, SIGIR '11, pp.765-774, 2011. ,
DOI : 10.1145/2009916.2010019
Automatic acquisition of hyponyms from large text corpora, Proceedings of the 14th conference on Computational linguistics -, pp.539-545, 1992. ,
DOI : 10.3115/992133.992154
URL : http://acl.ldc.upenn.edu/C/C92/C92-2082.pdf
YAGO2: A spatially and temporally enhanced knowledge base from Wikipedia, Artificial Intelligence, vol.194, pp.28-61, 2013. ,
DOI : 10.1016/j.artint.2012.06.001
URL : https://doi.org/10.1016/j.artint.2012.06.001
Knowledge-based weak supervision for information extraction of overlapping relations, Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pp.541-550, 2011. ,
On Graph Entropy Measures for Knowledge Discovery from Publication Network Data, pp.354-362, 2013. ,
DOI : 10.1007/978-3-642-40511-2_25
URL : https://hal.archives-ouvertes.fr/hal-01506782
Rpi blender tac-kbp2014 knowledge base population system, Proc. Text Analysis Conference, 2014. ,
Factrank: Random walks on a web of facts, Proceedings of the 23rd International Conference on Computational Linguistics, pp.501-509, 2010. ,
Text Segmentation and Graph-based Method for Template Filling in Information Extraction, pp.723-731, 2011. ,
Overview of the TAC 2010 knowledge base population track, Third Text Analysis Conference, 2010. ,
Overview of TAC-KBP2016 Tri-lingual EDL and its impact on end-to-end Cold-Start KBP, Proceedings of TAC, 2016. ,
A Systematic Exploration of the Feature Space for Relation Extraction, HLT-NAACL, pp.113-120, 2007. ,
Speech and Language Processing. Always learning, 2014. ,
Combining lexical, syntactic, and semantic features with maximum entropy models for extracting relations, Proceedings of the ACL 2004 on Interactive poster and demonstration sessions -, p.22, 2004. ,
DOI : 10.3115/1219044.1219066
URL : http://www.aclweb.org/anthology/P/P04/P04-3022.pdf
A new status index derived from sociometric analysis, Psychometrika, vol.13, issue.1, pp.39-43, 1953. ,
DOI : 10.1007/BF02289026
Exploring the role of customer relationship management (CRM) systems in customer knowledge creation, Information & Management, vol.51, issue.1, pp.27-42, 2014. ,
DOI : 10.1016/j.im.2013.09.001
TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions, Genome biology 14, p.36, 2013. ,
DOI : 10.1186/gb-2009-10-3-r25
Authoritative sources in a hyperlinked environment, Journal of the ACM (JACM), vol.465, pp.604-632, 1999. ,
DOI : 10.1515/9781400841356.514
URL : http://www.cse.msu.edu/~cse960/Papers/LinkAnalysis/auth.pdf
DBpedia?a large-scale, multilingual knowledge base extracted from Wikipedia, Semantic Web 6.2, pp.167-195, 2015. ,
Binary codes capable of correcting deletions, insertions , and reversals, In: Soviet physics doklady, vol.10, issue.8, pp.707-710, 1966. ,
IMPROVING, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01571334
Extracting Relation Descriptors with Conditional Random Fields, pp.392-400, 2011. ,
PRIS at Knowledge Base Population 2013, Proc. TAC 2013 Workshop, 2013. ,
Graph-based keyword extraction for singledocument summarization, Proceedings of the workshop on Multi-source Multilingual Information Extraction and Summarization, pp.17-24, 2008. ,
DOI : 10.3115/1613172.1613178
URL : http://dl.acm.org/ft_gateway.cfm?id=1613178&type=pdf
A Dependency-Based Neural Network for Relation Classification, Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), pp.285-290, 2015. ,
DOI : 10.3115/v1/P15-2047
URL : http://arxiv.org/pdf/1507.04646
Yago3: A knowledge base from multilingual wikipedias, 7th Biennial Conference on Innovative Data Systems Research. CIDR Conference, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01699874
The Stanford CoreNLP Natural Language Processing Toolkit, Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pp.55-60, 2014. ,
DOI : 10.3115/v1/P14-5010
URL : https://doi.org/10.3115/v1/p14-5010
The Stanford CoreNLP Natural Language Processing Toolkit, Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pp.55-60, 2014. ,
DOI : 10.3115/v1/P14-5010
URL : https://doi.org/10.3115/v1/p14-5010
Overview of the TAC 2009 knowledge base population track, Text Analysis Conference (TAC), pp.111-113, 2009. ,
Construction automatisée d'une base de connaissances, PARIS Inalco du 4 au 8 juillet 2016, p.12, 2016. ,
TextRank: Bringing Order into Text, In: EMNLP, vol.4, pp.404-411, 2004. ,
Linguistic regularities in continuous space word representations, In: hlt-Naacl, vol.13, pp.746-751, 2013. ,
Efficient estimation of word representations in vector space, 2013. ,
Distant supervision for relation extraction without labeled data, Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2, ACL-IJCNLP '09, pp.1003-1011, 2009. ,
DOI : 10.3115/1690219.1690287
URL : http://nlp.stanford.edu/pubs/mintz09.pdf
Group decision making on water resources based on analysis of individual rankings, Omega, vol.40, issue.1, pp.42-52, 2012. ,
DOI : 10.1016/j.omega.2011.03.005
Ensemble methods for spoken emotion recognition in call-centres, Speech Communication, vol.49, issue.2, pp.98-112, 2007. ,
DOI : 10.1016/j.specom.2006.11.004
URL : http://cui.unige.ch/~morrison/morrison-speechcomm06.pdf
Relation Extraction: Perspective from Convolutional Neural Networks, Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing, pp.39-48, 2015. ,
DOI : 10.3115/v1/W15-1506
New york university 2014 knowledge base population systems, Proc. Text Analysis Conference, 2014. ,
Convolution kernels on constituent, dependency and sequential structures for relation extraction, Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing Volume 3, EMNLP '09, pp.1378-1387, 2009. ,
DOI : 10.3115/1699648.1699684
URL : http://dl.acm.org/ft_gateway.cfm?id=1699684&type=pdf
DeepDive: Web-scale Knowledge-base Construction using Statistical Learning and Inference, pp.25-28, 2012. ,
Glove: Global Vectors for Word Representation, Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.1532-1543, 2014. ,
DOI : 10.3115/v1/D14-1162
URL : https://doi.org/10.3115/v1/d14-1162
Personalized Page Rank for Named Entity Disambiguation, Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp.238-243, 2015. ,
DOI : 10.3115/v1/N15-1026
URL : https://doi.org/10.3115/v1/n15-1026
Infusion of Labeled Data into Distant Supervision for Relation Extraction, Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp.732-738, 2014. ,
DOI : 10.3115/v1/P14-2119
URL : http://aclweb.org/anthology/P/P14/P14-2119.pdf
Ensemble based systems in decision making, IEEE Circuits and systems magazine 6.3, pp.21-45, 2006. ,
DOI : 10.1109/MCAS.2006.1688199
Entity linking: Finding extracted entities in a knowledge base " . In: Multi-source, multilingual information extraction and summarization, pp.93-115, 2013. ,
DOI : 10.1007/978-3-642-28569-1_5
URL : http://www.cs.jhu.edu/~delip/entity_linking.pdf
Modeling Relations and Their Mentions without Labeled Text, Machine Learning and Knowledge Discovery in Databases, pp.148-163, 2010. ,
DOI : 10.1007/978-3-642-15939-8_10
URL : http://maroo.cs.umass.edu/pub/web/getpdf.php?id=931
University of Florida DSR lab system for KBP slot filler validation 2015, Proceedings of the Eighth Text Analysis Conference, 2015. ,
University of Florida 2016 Slot Filler Validation system, 2016. ,
URES, Proceedings of the COLING/ACL on Main conference poster sessions -, pp.667-674, 2006. ,
DOI : 10.3115/1273073.1273159
An information-theoretic framework for resolving community structure in complex networks, Proceedings of the National Academy of Sciences 104.18, pp.7327-7331, 2007. ,
DOI : 10.1103/PhysRevE.74.036104
URL : http://www.pnas.org/content/104/18/7327.full.pdf
Universal schema for slot-filling, cold-start KBP and event argument extraction: UMAss IESL at TAC KBP 2014, Text Analysis Conference (Knowledge Base Population Track)'14 Workshop (TAC KBP), 2014. ,
Overview of UI-CCG systems for event argument extraction, entity discovery and linking, and slot filler validation, Urbana 51, p.61801, 2014. ,
Continuous space language models for statistical machine translation, Proceedings of the COL- ING/ACL on Main conference poster sessions, pp.723-730, 2006. ,
DOI : 10.3115/1273073.1273166
URL : https://hal.archives-ouvertes.fr/hal-01433882
The Bell System Technical Journal In: A mathematical theory of communication 27, pp.379-423, 1948. ,
Entity Linking with a Knowledge Base: Issues, Techniques, and Solutions, IEEE Transactions on Knowledge and Data Engineering, vol.27, issue.2, pp.443-460, 2015. ,
DOI : 10.1109/TKDE.2014.2327028
Prediction and validation of gene-disease associations using methods inspired by social network analyses, 2013. ,
DOI : 10.1371/journal.pone.0058977
URL : https://doi.org/10.1371/journal.pone.0058977
Introducing the knowledge graph: things, not strings, In: Official Blog, 2012. ,
Learning syntactic patterns for automatic hypernym discovery, Advances in neural information processing systems, pp.1297-1304, 2005. ,
A systematic analysis of performance measures for classification tasks, Information Processing & Management 45.4, pp.427-437, 2009. ,
DOI : 10.1016/j.ipm.2009.03.002
Ghent University-IBCN participation in the TAC KBP 2015 cold start slot filling task, 8th Text Analysis Conference, 2015. ,
Yago, Proceedings of the 16th international conference on World Wide Web , WWW '07, pp.697-706, 2007. ,
DOI : 10.1145/1242572.1242667
URL : https://hal.archives-ouvertes.fr/hal-01589462
Overview of the TAC2013 knowledge base population evaluation: English slot filling and temporal slot filling, Proceedings of the Sixth Text Analysis Conference, 2013. ,
Overview of the english slot filling track at the tac2014 knowledge base population evaluation, Proc. Text Analysis Conference, 2014. ,
Multi-instance multi-label learning for relation extraction, Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, pp.455-465, 2012. ,
Stacked Ensembles of Information Extractors for Knowledge-Base Population, Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2015. ,
DOI : 10.3115/v1/P15-1018
URL : https://doi.org/10.3115/v1/p15-1018
Combining Recurrent and Convolutional Neural Networks for Relation Classification, Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp.534-539, 2016. ,
DOI : 10.18653/v1/N16-1065
URL : https://doi.org/10.18653/v1/n16-1065
JHUAPL TAC-KBP2013 Slot Filler Validation System, Proceedings of the Sixth Text Analysis Conference, 2013. ,
Effective slot filling based on shallow distant supervision methods, Proceedings of NIST KBP workshop, 2013. ,
Stacked generalization, Neural networks 5.2, pp.241-259, 1992. ,
DOI : 10.1016/S0893-6080(05)80023-1
URL : http://www.doc.ic.ac.uk/~xh1/Referece/combining-classifiers/Stacked-Generalization.pdf
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling, Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, pp.536-540, 2015. ,
DOI : 10.18653/v1/D15-1062
URL : https://doi.org/10.18653/v1/d15-1062
Mining temporal explicit and implicit semantic relations between entities using web search engines, Future Generation Computer Systems, vol.37, pp.468-477, 2014. ,
DOI : 10.1016/j.future.2013.09.027
Community-Affiliation Graph Model for Overlapping Network Community Detection, 2012 IEEE 12th International Conference on Data Mining, pp.1170-1175, 2012. ,
DOI : 10.1109/ICDM.2012.139
A Review of Ensemble Methods in Bioinformatics, Current Bioinformatics, vol.5, issue.4, pp.296-308, 2010. ,
DOI : 10.2174/157489310794072508
Automatic acquisition of domain knowledge for Information Extraction, Proceedings of the 18th conference on Computational linguistics -, pp.940-946, 2000. ,
DOI : 10.3115/992730.992782
URL : http://acl.ldc.upenn.edu/C/C00/C00-2136.pdf
Unsupervised Person Slot Filling based on Graph Mining, Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2016. ,
DOI : 10.18653/v1/P16-1005
URL : https://doi.org/10.18653/v1/p16-1005
RPI-BLENDER TAC-KBP2013 Knowledge Base Population System, 2013. ,
The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding, In: COLING, pp.1567-1578, 2014. ,
Kernel methods for relation extraction, Proceedings of the ACL-02 conference on Empirical methods in natural language processing , EMNLP '02, pp.1083-1106, 2003. ,
DOI : 10.3115/1118693.1118703
URL : http://dl.acm.org/ft_gateway.cfm?id=1118703&type=pdf
Relation Classification via Convolutional Deep Neural Network, In: COLING, pp.2335-2344, 2014. ,
A composite kernel to extract relations between entities with both flat and structured features, Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the ACL , ACL '06, pp.825-832, 2006. ,
DOI : 10.3115/1220175.1220279
URL : http://acl.ldc.upenn.edu/P/P06/P06-1104.pdf
Stanford at TAC KBP 2016: Sealing Pipeline Leaks and Understanding Chinese, Proceedings of TAC, 2016. ,
A neural network framework for relation extraction: Learning entity semantic and relation pattern, Knowledge-Based Systems, vol.114, pp.12-23, 2016. ,
DOI : 10.1016/j.knosys.2016.09.019
Tree kernel-based relation extraction with contextsensitive structured parse tree information, Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), 2007. ,