SemDeep@IJCAI - researchr conference series publications

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Viewing Publication 1 - 25 from 25

2019

Using hyperbolic large-margin classifiers for biological link predictionAsan Agibetov, Georg Dorffner, Matthias Samwald. semdeep 2019: 26-30 [doi]

Proceedings of the 5th Workshop on Semantic Deep Learning, SemDeep@IJCAI 2019, Macau, China, August 12, 2019Luis Espinosa Anke, Thierry Declerck, Dagmar Gromann, José Camacho-Collados, Mohammad Taher Pilehvar, editors, Association for Computational Linguistics, 2019. [doi]

An ELMo-inspired approach to SemDeep-5's Word-in-Context taskAlan Ansell, Felipe Bravo-Marquez, Bernhard Pfahringer. semdeep 2019: 21-25 [doi]

A Sequence Modeling Approach for Structured Data Extraction from Unstructured TextJayati Deshmukh, K. M. Annervaz, Shubhashis Sengupta. semdeep 2019: 57-66 [doi]

Extending Neural Question Answering with Linguistic Input FeaturesFabian Hommel, Philipp Cimiano, Matthias Orlikowski, Matthias Hartung. semdeep 2019: 31-39 [doi]

LIAAD at SemDeep-5 Challenge: Word-in-Context (WiC)Daniel Loureiro, Alípio Jorge. semdeep 2019: 1-5 [doi]

How to Use Gazetteers for Entity Recognition with Neural ModelsSimone Magnolini, Valerio Piccioni, Vevake Balaraman, Marco Guerini, Bernardo Magnini. semdeep 2019: 40-49 [doi]

LIMSI-MULTISEM at the IJCAI SemDeep-5 WiC Challenge: Context Representations for Word Usage Similarity EstimationAina Garí Soler, Marianna Apidianaki, Alexandre Allauzen. semdeep 2019: 6-11 [doi]

Bridging the Gap: Improve Part-of-speech Tagging for Chinese Social Media Texts with Foreign WordsDingmin Wang, Meng Fang, Yan Song, Juntao Li. semdeep 2019: 12-20 [doi]

Learning Household Task Knowledge from WikiHow DescriptionsYilun Zhou, Julie Shah, Steven Schockaert. semdeep 2019: 50-56 [doi]

2018

Proceedings of the Third Workshop on Semantic Deep Learning, SemDeep@COLING 2018, Santa Fe, New Mexico, USA, August 20, 2018Luis Espinosa Anke, Dagmar Gromann, Thierry Declerck, editors, Association for Computational Linguistics, 2018. [doi]

Knowledge Representation and Extraction at ScaleChristos Christodoulopoulos. semdeep 2018: [doi]

Transferred Embeddings for Igbo Similarity, Analogy, and Diacritic Restoration TasksIgnatius Ezeani, Ikechukwu E. Onyenwe, Mark Hepple. semdeep 2018: 30-38 [doi]

Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric TextsPankaj Gupta, Bernt Andrassy, Hinrich Schütze. semdeep 2018: 1-11 [doi]

Towards Enhancing Lexical Resource and Using Sense-annotations of OntoSenseNet for Sentiment AnalysisSreekavitha Parupalli, Vijjini Anvesh Rao, Radhika Mamidi. semdeep 2018: 39-44 [doi]

Automatically Linking Lexical Resources with Word Sense Embedding ModelsLuis Nieto Piña, Richard Johansson. semdeep 2018: 23-29 [doi]

Knowledge Representation with Conceptual SpacesSteven Schockaert. semdeep 2018: [doi]

Word-Embedding based Content Features for Automated Oral Proficiency ScoringSu-Youn Yoon, Anastassia Loukina, Chong Min Lee, Matthew Mulholland, Xinhao Wang, Ikkyu Choi. semdeep 2018: 12-22 [doi]

2017

Building Graph Representations of Deep Vector EmbeddingsDario Garcia-Gasulla, Armand Vilalta, Ferran Parés, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura. semdeep 2017: 9-15 [doi]

Proceedings of the 2nd Workshop on Semantic Deep Learning, SemDeep@IWCS 2017, Montpellier, France, September 19, 2017Dagmar Gromann, Thierry Declerck, Georg Heigl, editors, Association for Computational Linguistics, 2017. [doi]

Extracting Tags from Large Raw Texts Using End-to-End Memory NetworksFeras Al Kassar, Frédéric Armetta. semdeep 2017: 33-40 [doi]

The Effect of Negative Sampling Strategy on Capturing Semantic Similarity in Document EmbeddingsMarzieh Saeidi, Ritwik Kulkarni, Theodosia Togia, Michele Sama. semdeep 2017: 1-8 [doi]

Class Disjointness Constraints as Specific Objective Functions in Neural Network ClassifiersFrançois Scharffe. semdeep 2017: 16-23 [doi]

Dealing with Co-reference in Neural Semantic ParsingRik van Noord, Johan Bos. semdeep 2017: 41-49 [doi]

Full-Network Embedding in a Multimodal Embedding PipelineArmand Vilalta, Dario Garcia-Gasulla, Ferran Parés, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura. semdeep 2017: 24-32 [doi]

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