Elisabeth Métais - Farid Meziane -

Helmut Horacek - Philipp Cimiano (Eds.)

Natural LanguageProcessing andInformation Systems25th International Conference on Applicationsof Natural Language to Information Systems, NLDB 2020Saarbrücken, Germany, June 24—26, 2020Proceedings

X Springer

Contents

Semantic Analysis

Enhancing Subword Embeddings with Open N-grams .Csaba Veres and Paul Kapustin

Using BERT and Augmentation in Named Entity Recognitionfor Cybersecurity Domain . .

Mikhail Tikhomirov, N. Loukachevitch, Anastasiia Sirotina,and Boris Dobrov

Improving Named Entity Recognition for Biomedical and Patent DataUsing Bi-LSTM Deep Neural Network Models. .

Farag Saad, Hidir Aras, and René Hackl-Sommer

A User-centred Analysis of Explanations for a Multi-componentSemantic Parser . . . .. Lo.

Juliano EfsonSales, André Freitas, and Siegfried Handschuh

Question Answering and Answer Generation

Investigating Query Expansion and Coreference Resolution in QuestionAnswering on BERT.... à

Santanu Bhattacharjee, Rejwanul Haque,Gideon Maillette de Buy Wenniger, and Andy Way

CONQUEST: A Framework for Building Template-Based IQA Chatbotsfor Enterprise Knowledge Graphs . . .

Caio Viktor S. Avila, Wellington Franco, José Gilvan R. Maia,and Vania M. P. Vidal

Enabling Interactive Answering of Procedural Questions .Anutosh Maitra, Shivam Garg, and Shubhashis Sengupta

Natural Language Generation Using Transformer Networkin an Open-Domain Setting .

Deeksha Varshney, Asif Ekbal, Ganesh Prasad Nagaraja,Mrigank Tiwari, Abhijith Athreya Mysore Gopinath,and Pushpak Bhattacharyya

A Cooking Knowledge Graph and Benchmark for Question AnsweringEvaluation in Lifelong Learning Scenarios . .

Mathilde Veron, Anselmo Peiias, Guillermo Echegoyen,Somnath Banerjee, Sahar Ghannay, and Sophie Rosset

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Contents

Classification

Enhancement of Short Text Clustering by Iterative Classification . .Md Rashadul Hasan Rakib, Norbert Zeh, Magdalena Jankowska,and Evangelos Milios

Improving Latent Dirichlet Allocation: On Reliability of the Novel MethodLDAPrototype ...

Jonas Rieger, Jorg Rahnenfiihrer, and Carsten Jentsch

Pattern Learning for Detecting Defect Reports and Improvement Requestsin App Reviews . UY,

Gino V. H. Mangnoesing, Maria Mihaela Trusca, and Flavius Frasincar

Analysis and Multilabel Classification of Quebec Court Decisionsin the Domain of Housing Law. . . . .

Olivier Salaiin, Philippe Langlais, Andrés Lou, Hannes Westermann,and Karim Benyekhlef

Sentiment Analysis

A Position Aware Decay Weighted Network for Aspect BasedSentiment Analysis . ^

Avinash Madasu and Vijjini Anvesh Rao

Studying Attention Models in Sentiment Attitude Extraction Task. siNicolay Rusnachenko and Natalia Loukachevitch

A Sentiwordnet Strategy for Curriculum Learning in Sentiment Analysis. ... 179Vijjini Anvesh Rao, Kaveri Anuranjana, and Radhika Mamidi

Personality, Affect and Emotion

The Role of Personality and Linguistic Patterns in Discriminating BetweenFake News Spreaders and Fact Checkers .

Anastasia Giachanou, Esteban A. Rissola, Bilal Ghanem,Fabio Crestani, and Paolo Rosso

Literary Natural Language Generation with Psychological Traits. . D.Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno,and Roseli S. Wedemann

Movies Emotional Analysis Using Textual Contents llAmir Kazem Kayhani, Farid Meziane, and Raja Chiky

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Contents

Combining Character and Word Embeddings for Affect in Arabic InformalSocial Media Microblogs . . ^3

Abdullah I. Alharbi and Mark Lee

Towards Explainability in Using Deep Learning for the Detectionof Anorexia in Social Media. .

Hessam Amini and Leila Kosseim

Retrieval, Conversational Agents and Multimodal Analysis

An Adaptive Response Matching Network for Ranking Multi-turnChatbot Responses . .

Disen Wang and Hui Fang

Improving the Community Question Retrieval Performance UsingAttention-Based Siamese LSTM . . ;

Nouha Othman, Rim Faiz, and Kamel Smaili

Jointly Linking Visual and Textual Entity Mentionswith Background Knowledge . . .

Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan,and Alessandro Sperduti

Human-in-the-Loop Conversation Agent for Customer Service . ^jPéteris Paikens, Artürs Znotins, and Guntis Bàrzdins

Author Index .............

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