Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5)

Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5) Luis Espinosa-Anke editor Thierry Declerck editor Dagmar Gromann editor Jose Camacho-Collados editor Mohammad Taher Pilehvar editor 2019-08 Association for Computational Linguistics Macau, China text conference publication ws-2019-semantic https://aclanthology.org/W19-5800/ LIAAD at SemDeep-5 Challenge: Word-in-Context (WiC) Daniel Loureiro author Alípio Jorge author 2019-08 text Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5) Luis Espinosa-Anke editor Thierry Declerck editor Dagmar Gromann editor Jose Camacho-Collados editor Mohammad Taher Pilehvar editor Association for Computational Linguistics Macau, China conference publication loureiro-jorge-2019-liaad https://aclanthology.org/W19-5801/ 2019-08 1 5 LIMSI-MULTISEM at the IJCAI SemDeep-5 WiC Challenge: Context Representations for Word Usage Similarity Estimation Aina Garí Soler author Marianna Apidianaki author Alexandre Allauzen author 2019-08 text Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5) Luis Espinosa-Anke editor Thierry Declerck editor Dagmar Gromann editor Jose Camacho-Collados editor Mohammad Taher Pilehvar editor Association for Computational Linguistics Macau, China conference publication gari-soler-etal-2019-limsi https://aclanthology.org/W19-5802/ 2019-08 6 11 Bridging the Gap: Improve Part-of-speech Tagging for Chinese Social Media Texts with Foreign Words Dingmin Wang author Meng Fang author Yan Song author Juntao Li author 2019-08 text Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5) Luis Espinosa-Anke editor Thierry Declerck editor Dagmar Gromann editor Jose Camacho-Collados editor Mohammad Taher Pilehvar editor Association for Computational Linguistics Macau, China conference publication wang-etal-2019-bridging https://aclanthology.org/W19-5803/ 2019-08 12 20 An ELMo-inspired approach to SemDeep-5’s Word-in-Context task Alan Ansell author Felipe Bravo-Marquez author Bernhard Pfahringer author 2019-08 text Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5) Luis Espinosa-Anke editor Thierry Declerck editor Dagmar Gromann editor Jose Camacho-Collados editor Mohammad Taher Pilehvar editor Association for Computational Linguistics Macau, China conference publication ansell-etal-2019-elmo https://aclanthology.org/W19-5804/ 2019-08 21 25 Using hyperbolic large-margin classifiers for biological link prediction Asan Agibetov author Georg Dorffner author Matthias Samwald author 2019-08 text Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5) Luis Espinosa-Anke editor Thierry Declerck editor Dagmar Gromann editor Jose Camacho-Collados editor Mohammad Taher Pilehvar editor Association for Computational Linguistics Macau, China conference publication agibetov-etal-2019-using https://aclanthology.org/W19-5805/ 2019-08 26 30 Extending Neural Question Answering with Linguistic Input Features Fabian Hommel author Philipp Cimiano author Matthias Orlikowski author Matthias Hartung author 2019-08 text Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5) Luis Espinosa-Anke editor Thierry Declerck editor Dagmar Gromann editor Jose Camacho-Collados editor Mohammad Taher Pilehvar editor Association for Computational Linguistics Macau, China conference publication hommel-etal-2019-extending https://aclanthology.org/W19-5806/ 2019-08 31 39 How to Use Gazetteers for Entity Recognition with Neural Models Simone Magnolini author Valerio Piccioni author Vevake Balaraman author Marco Guerini author Bernardo Magnini author 2019-08 text Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5) Luis Espinosa-Anke editor Thierry Declerck editor Dagmar Gromann editor Jose Camacho-Collados editor Mohammad Taher Pilehvar editor Association for Computational Linguistics Macau, China conference publication magnolini-etal-2019-use https://aclanthology.org/W19-5807/ 2019-08 40 49 Learning Household Task Knowledge from WikiHow Descriptions Yilun Zhou author Julie Shah author Steven Schockaert author 2019-08 text Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5) Luis Espinosa-Anke editor Thierry Declerck editor Dagmar Gromann editor Jose Camacho-Collados editor Mohammad Taher Pilehvar editor Association for Computational Linguistics Macau, China conference publication zhou-etal-2019-learning-household https://aclanthology.org/W19-5808/ 2019-08 50 56 A Sequence Modeling Approach for Structured Data Extraction from Unstructured Text Jayati Deshmukh author Annervaz K M author Shubhashis Sengupta author 2019-08 text Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5) Luis Espinosa-Anke editor Thierry Declerck editor Dagmar Gromann editor Jose Camacho-Collados editor Mohammad Taher Pilehvar editor Association for Computational Linguistics Macau, China conference publication deshmukh-etal-2019-sequence https://aclanthology.org/W19-5809/ 2019-08 57 66