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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 12 of 12 1 MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network ... FitzGerald, Nicholas; Botha, Jan A.; Gillick, Daniel; Bikel, Daniel M.; Kwiatkowski, Tom; McCallum, Andrew. - : arXiv, 2021 Abstract: We present an instance-based nearest neighbor approach to entity linking. In contrast to most prior entity retrieval systems which represent each entity with a single vector, we build a contextualized mention-encoder that learns to place similar mentions of the same entity closer in vector space than mentions of different entities. This approach allows all mentions of an entity to serve as "class prototypes" as inference involves retrieving from the full set of labeled entity mentions in the training set and applying the nearest mention neighbor's entity label. Our model is trained on a large multilingual corpus of mention pairs derived from Wikipedia hyperlinks, and performs nearest neighbor inference on an index of 700 million mentions. It is simpler to train, gives more interpretable predictions, and outperforms all other systems on two multilingual entity linking benchmarks. ... : Accepted to ACL 2021 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Information Retrieval cs.IR; Machine Learning cs.LG; Social and Information Networks cs.SI URL: https://dx.doi.org/10.48550/arxiv.2106.07352 https://arxiv.org/abs/2106.07352 BASE Hide details 2 Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Bikel, Daniel; Logan, Robert. - : Underline Science Inc., 2021 BASE Show details 3 MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Bikel, Daniel; Botha, Jan. - : Underline Science Inc., 2021 BASE Show details 4 Multilingual natural language processing applications : From theory to practice Bikel, Daniel M. (Hrsg.); Zitouni, Imed (Mitarb.). - Armonk : IBM Press, 2012 UB Frankfurt Linguistik Show details 5 Multilingual natural language processing applications: from theory to practice Bikel, Daniel M; Zitouni, Imed. - : IBM Press, 2012 BASE Show details 6 Statistical Parsing Exposed : Viewing the Model as Data Bikel, Daniel M. [Verfasser]. - Saarbrücken : VDM Verlag Dr. Müller, 2009 DNB Subject Category Language Show details 7 Intricacies of Collins' Parsing Model Bikel, Daniel M. In: DTIC AND NTIS (2005) BASE Show details 8 Intricacies of Collins' Parsing Model Bikel, Daniel M. In: Computational linguistics. - Cambridge, Mass. : MIT Press 30 (2004) 4, 479-512 OLC Linguistik Show details 9 Intricacies of Collins' parsing model Bikel, Daniel M. In: Computational linguistics. - Cambridge, Mass. : MIT Press 30 (2004) 4, 479-511 BLLDB Show details 10 On the parameter space of generative lexicalized statistical parsing models Bikel, Daniel M In: Dissertations available from ProQuest (2004) BASE Show details 11 Intricacies of Collins' Parsing Model Bikel, Daniel M In: Technical Reports (CIS) (2003) BASE Show details 12 BBN: Description of the PLUM System as Used for MUC-6 Weischedel, Ralph; Ayuso, Damaris; Bikel, Daniel... In: DTIC (1995) BASE Show details

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