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ORCID25th NLDB 2020: Saarbrücken, Germany
- Elisabeth Métais, Farid Meziane, Helmut Horacek, Philipp Cimiano:
Natural Language Processing and Information Systems - 25th International Conference on Applications of Natural Language to Information Systems, NLDB 2020, Saarbrücken, Germany, June 24-26, 2020, Proceedings. Lecture Notes in Computer Science 12089, Springer 2020, ISBN 978-3-030-51309-2
Semantic Analysis
- Csaba Veres
, Paul Kapustin:
Enhancing Subword Embeddings with Open N-grams. 3-15 - Mikhail Tikhomirov, Natalia V. Loukachevitch, Anastasiia Sirotina, Boris V. Dobrov:
Using BERT and Augmentation in Named Entity Recognition for Cybersecurity Domain. 16-24 - Farag Saad, Hidir Aras, René Hackl-Sommer:
Improving Named Entity Recognition for Biomedical and Patent Data Using Bi-LSTM Deep Neural Network Models. 25-36 - Juliano Efson Sales, André Freitas, Siegfried Handschuh:
A User-centred Analysis of Explanations for a Multi-component Semantic Parser. 37-44
Question Answering and Answer Generation
- Santanu Bhattacharjee, Rejwanul Haque, Gideon Maillette de Buy Wenniger, Andy Way:
Investigating Query Expansion and Coreference Resolution in Question Answering on BERT. 47-59 - Caio Viktor S. Avila, Wellington Franco, José Gilvan Rodrigues Maia, Vânia Maria P. Vidal:
CONQUEST: A Framework for Building Template-Based IQA Chatbots for Enterprise Knowledge Graphs. 60-72 - Anutosh Maitra, Shivam Garg, Shubhashis Sengupta:
Enabling Interactive Answering of Procedural Questions. 73-81 - Deeksha Varshney, Asif Ekbal, Ganesh Prasad Nagaraja, Mrigank Tiwari, Abhijith Athreya Mysore Gopinath, Pushpak Bhattacharyya:
Natural Language Generation Using Transformer Network in an Open-Domain Setting. 82-93 - Mathilde Veron, Anselmo Peñas, Guillermo Echegoyen, Somnath Banerjee, Sahar Ghannay, Sophie Rosset:
A Cooking Knowledge Graph and Benchmark for Question Answering Evaluation in Lifelong Learning Scenarios. 94-101
Classification
- Md. Rashadul Hasan Rakib, Norbert Zeh, Magdalena Jankowska, Evangelos E. Milios:
Enhancement of Short Text Clustering by Iterative Classification. 105-117 - Jonas Rieger, Jörg Rahnenführer, Carsten Jentsch:
Improving Latent Dirichlet Allocation: On Reliability of the Novel Method LDAPrototype. 118-125 - Gino V. H. Mangnoesing, Maria Mihaela Trusca, Flavius Frasincar:
Pattern Learning for Detecting Defect Reports and Improvement Requests in App Reviews. 126-134 - Olivier Salaün, Philippe Langlais, Andrés Lou, Hannes Westermann, Karim Benyekhlef:
Analysis and Multilabel Classification of Quebec Court Decisions in the Domain of Housing Law. 135-143
Sentiment Analysis
- Avinash Madasu, Vijjini Anvesh Rao:
A Position Aware Decay Weighted Network for Aspect Based Sentiment Analysis. 147-156 - Nicolay Rusnachenko, Natalia V. Loukachevitch:
Studying Attention Models in Sentiment Attitude Extraction Task. 157-169 - Vijjini Anvesh Rao, Kaveri Anuranjana, Radhika Mamidi:
A Sentiwordnet Strategy for Curriculum Learning in Sentiment Analysis. 170-178
Personality, Affect and Emotion
- Anastasia Giachanou, Esteban A. Ríssola, Bilal Ghanem, Fabio Crestani, Paolo Rosso:
The Role of Personality and Linguistic Patterns in Discriminating Between Fake News Spreaders and Fact Checkers. 181-192 - Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Roseli Suzi Wedemann:
Literary Natural Language Generation with Psychological Traits. 193-204 - Amir Kazem Kayhani, Farid Meziane, Raja Chiky:
Movies Emotional Analysis Using Textual Contents. 205-212 - Abdullah I. Alharbi, Mark Lee:
Combining Character and Word Embeddings for Affect in Arabic Informal Social Media Microblogs. 213-224 - Hessam Amini, Leila Kosseim:
Towards Explainability in Using Deep Learning for the Detection of Anorexia in Social Media. 225-235
Retrieval, Conversational Agents and Multimodal Analysis
- Disen Wang, Hui Fang:
An Adaptive Response Matching Network for Ranking Multi-turn Chatbot Responses. 239-251 - Nouha Othman, Rim Faiz, Kamel Smaïli:
Improving the Community Question Retrieval Performance Using Attention-Based Siamese LSTM. 252-263 - Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti:
Jointly Linking Visual and Textual Entity Mentions with Background Knowledge. 264-276 - Peteris Paikens, Arturs Znotins, Guntis Barzdins:
Human-in-the-Loop Conversation Agent for Customer Service. 277-284
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