| Vol-2693 urn:nbn:de:0074-2693-9 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# HI4NLP 2020
Hybrid Intelligence for Natural Language Processing Tasks 2020

### Proceedings of the Workshop on Hybrid Intelligence for Natural Language Processing Tasks (HI4NLP 2020)
co-located with 24th European Conference on Artificial Intelligence (ECAI 2020)

### Santiago de Compostela, Spain, August 29, 2020.

Edited by

### Pablo Gamallo *
Marcos García **
Patricia Martín-Rodilla ***
Martín Pereira-Fariña ****

* Univ. of Santiago de Compostela, CiTIUS, 15782 Santiago de Compostela, Spain
** Univ. of Corunha, LyS, 15071 A Corunha, Spain
*** Univ. of Corunha, IRLab, 15071 A Corunha, Spain
*** Univ. of Santiago de Compostela, Faculty of Philosophy, 15782 Santiago de Compostela, Spain

## Table of Contents

- Preface

### Keynotes

- Ontological Proxies to Augment the Expressiveness of Discourse Analysis 1-3
  Cesar Gonzalez-Perez
- Universal, Unsupervised (rule-based), Uncovered Sentiment Analysis 5-6
  Carlos Gómez-Rodríguez

### Regular papers

- Explainable OpenIE Classifier with Morpho-syntactic Rules 7-15
  Bruno Cabral, Marlo Souza, Daniela Barreiro Claro
- The Semantics of Historical Knowledge. Labelling Strategies for Interdisciplinary and Digital Research in History 17-21
  Esther Travé Allepuz, Pablo del Fresno Bernal, Alfred Mauri Martí, Sonia Medina Gordo
- A New Approach for Extracting the Conceptual Schema of Texts Based on the Linguistic Thematic Progression Theory 23-27
  Elena del Olmo, Ana María Fernández-Pampillón
- Departamento de Nosotros: How Machine Translated Corpora Affects Language Models in MRC Tasks 29-33
  Maria Khvalchik, Mikhail Galkin
- Domain-Independent, Task-Oriented Chatbot Creation and Conversation Policy Management Framework 35-39
  Tolga Çekiç, Yusufcan Manav, Enes Burak Dündar, Osman Fatih Kılıç, Onur Deniz, Seçil Arslan
- TALES: Test Set of Portuguese Lexical-Semantic Relations for AssessingWord Embeddings 41-47
  Hugo Gonçalo Oliveira, Tiago Sousa, Ana Alves

2020-08-27: submitted by Pablo Gamallo, metadata incl. bibliographic data published under Creative Commons CC0
2020-10-01: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|