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Natural Language Processing in a Deep Learning World

Ruslan Mitkov (University of Wolverhampton, UK)
Galia Angelova (Bulgarian Academy of Sciences, Bulgaria)

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pdf bib Front matter pages
pdf bib Table Structure Recognition Based on Cell Relationship, a Bottom-Up Approach
Darshan Adiga, Shabir Ahmad Bhat, Muzaffar Bashir Shah and Viveka Vyeth
pp. 1‑8
pdf bib Identification of Good and Bad News on Twitter
Piush Aggarwal and Ahmet Aker
pp. 9‑17
pdf bib Bilingual Low-Resource Neural Machine Translation with Round-Tripping: The Case of Persian-Spanish
Benyamin Ahmadnia and Bonnie Dorr
pp. 18‑24
pdf bib Enhancing Phrase-Based Statistical Machine Translation by Learning Phrase Representations Using Long Short-Term Memory Network
Benyamin Ahmadnia and Bonnie Dorr
pp. 25‑32
pdf bib Automatic Propbank Generation for Turkish
Koray AK and Olcay Taner Yıldız
pp. 33‑41
pdf bib Multilingual sentence-level bias detection in Wikipedia
Desislava Aleksandrova, François Lareau and Pierre André Ménard
pp. 42‑51
pdf bib Supervised Morphological Segmentation Using Rich Annotated Lexicon
Ebrahim Ansari, Zdeněk Žabokrtský, Mohammad Mahmoudi, Hamid Haghdoost and Jonáš Vidra
pp. 52‑61
pdf bib Combining Lexical Substitutes in Neural Word Sense Induction
Nikolay Arefyev, Boris Sheludko and Alexander Panchenko
pp. 62‑70
pdf bib Detecting Clitics Related Orthographic Errors in Turkish
Ugurcan Arikan, Onur Gungor and Suzan Uskudarli
pp. 71‑76
pdf bib Benchmark Dataset for Propaganda Detection in Czech Newspaper Texts
Vít Baisa, Ondřej Herman and Ales Horak
pp. 77‑83
pdf bib Diachronic Analysis of Entities by Exploiting Wikipedia Page revisions
Pierpaolo Basile, Annalina Caputo, Seamus Lawless and Giovanni Semeraro
pp. 84‑91
pdf bib Using a Lexical Semantic Network for the Ontology Building
Nadia Bebeshina-Clairet, Sylvie Despres and Mathieu Lafourcade
pp. 92‑101
pdf bib Naive Regularizers for Low-Resource Neural Machine Translation
Meriem Beloucif, Ana Valeria Gonzalez, Marcel Bollmann and Anders Søgaard
pp. 102‑111
pdf bib Exploring Graph-Algebraic CCG Combinators for Syntactic-Semantic AMR Parsing
Sebastian Beschke
pp. 112‑121
pdf bib Quasi Bidirectional Encoder Representations from Transformers for Word Sense Disambiguation
Michele Bevilacqua and Roberto Navigli
pp. 122‑131
pdf bib Evaluating the Consistency of Word Embeddings from Small Data
Jelke Bloem, Antske Fokkens and Aurélie Herbelot
pp. 132‑141
pdf bib Cross-Domain Training for Goal-Oriented Conversational Agents
Alexandra Maria Bodîrlău, Stefania Budulan and Traian Rebedea
pp. 142‑150
pdf bib Learning Sentence Embeddings for Coherence Modelling and Beyond
Tanner Bohn, Yining Hu, Jinhang Zhang and Charles Ling
pp. 151‑160
pdf bib Risk Factors Extraction from Clinical Texts based on Linked Open Data
Svetla Boytcheva, Galia Angelova and Zhivko Angelov
pp. 161‑167
pdf bib Parallel Sentence Retrieval From Comparable Corpora for Biomedical Text Simplification
Rémi Cardon and Natalia Grabar
pp. 168‑177
pdf bib Classifying Author Intention for Writer Feedback in Related Work
Arlene Casey, Bonnie Webber and Dorota Glowacka
pp. 178‑187
pdf bib Sparse Victory – A Large Scale Systematic Comparison of count-based and prediction-based vectorizers for text classification
Rupak Chakraborty, Ashima Elhence and Kapil Arora
pp. 188‑197
pdf bib A Fine-Grained Annotated Multi-Dialectal Arabic Corpus
Anis Charfi, Wajdi Zaghouani, Syed Hassan Mehdi and Esraa Mohamed
pp. 198‑204
pdf bib Personality-dependent Neural Text Summarization
Pablo Costa and Ivandré Paraboni
pp. 205‑212
pdf bib Self-Adaptation for Unsupervised Domain Adaptation
Xia Cui and Danushka Bollegala
pp. 213‑222
pdf bib Speculation and Negation detection in French biomedical corpora
Clément Dalloux, Vincent Claveau and Natalia Grabar
pp. 223‑232
pdf bib Porting Multilingual Morphological Resources to OntoLex-Lemon
Thierry Declerck and Stefania Racioppa
pp. 233‑238
pdf bib Dependency-Based Self-Attention for Transformer NMT
Hiroyuki Deguchi, Akihiro Tamura and Takashi Ninomiya
pp. 239‑246
pdf bib Detecting Toxicity in News Articles: Application to Bulgarian
Yoan Dinkov, Ivan Koychev and Preslav Nakov
pp. 247‑258
pdf bib De-Identification of Emails: Pseudonymizing Privacy-Sensitive Data in a German Email Corpus
Elisabeth Eder, Ulrike Krieg-Holz and Udo Hahn
pp. 259‑269
pdf bib Lexical Quantile-Based Text Complexity Measure
Maksim Eremeev and Konstantin Vorontsov
pp. 270‑275
pdf bib Demo Application for LETO: Learning Engine Through Ontologies
Suilan Estevez-Velarde, Andrés Montoyo, Yudivian Almeida-Cruz, Yoan Gutiérrez, Alejandro Piad-Morffis and Rafael Muñoz
pp. 276‑284
pdf bib Sentence Simplification for Semantic Role Labelling and Information Extraction
Richard Evans and Constantin Orasan
pp. 285‑294
pdf bib OlloBot - Towards A Text-Based Arabic Health Conversational Agent: Evaluation and Results
Ahmed Fadhil and Ahmed AbuRa’ed
pp. 295‑303
pdf bib Developing the Old Tibetan Treebank
Christian Faggionato and Marieke Meelen
pp. 304‑312
pdf bib Summarizing Legal Rulings: Comparative Experiments
Diego Feijo and Viviane Moreira
pp. 313‑322
pdf bib Entropy as a Proxy for Gap Complexity in Open Cloze Tests
Mariano Felice and Paula Buttery
pp. 323‑327
pdf bib Song Lyrics Summarization Inspired by Audio Thumbnailing
Michael Fell, Elena Cabrio, Fabien Gandon and Alain Giboin
pp. 328‑337
pdf bib Comparing Automated Methods to Detect Explicit Content in Song Lyrics
Michael Fell, Elena Cabrio, Michele Corazza and Fabien Gandon
pp. 338‑344
pdf bib Linguistic classification: dealing jointly with irrelevance and inconsistency
Laura Franzoi, Andrea Sgarro, Anca Dinu and Liviu P. Dinu
pp. 345‑352
pdf bib Corpus Lexicography in a Wider Context
Chen Gafni
pp. 353‑359
pdf bib A Universal System for Automatic Text-to-Phonetics Conversion
Chen Gafni
pp. 360‑366
pdf bib Two Discourse Tree - Based Approaches to Indexing Answers
Boris Galitsky and Dmitry Ilvovsky
pp. 367‑372
pdf bib Discourse-Based Approach to Involvement of Background Knowledge for Question Answering
Boris Galitsky and Dmitry Ilvovsky
pp. 373‑381
pdf bib On a Chatbot Providing Virtual Dialogues
Boris Galitsky, Dmitry Ilvovsky and Elizaveta Goncharova
pp. 382‑387
pdf bib Assessing socioeconomic status of Twitter users: A survey
pp. 388‑398
pdf bib Divide and Extract – Disentangling Clause Splitting and Proposition Extraction
Darina Gold and Torsten Zesch
pp. 399‑408
pdf bib Sparse Coding in Authorship Attribution for Polish Tweets
Piotr Grzybowski, Ewa Juralewicz and Maciej Piasecki
pp. 409‑417
pdf bib Automatic Question Answering for Medical MCQs: Can It go Further than Information Retrieval?
Le An Ha and Victoria Yaneva
pp. 418‑422
pdf bib Self-Knowledge Distillation in Natural Language Processing
Sangchul Hahn and Heeyoul Choi
pp. 423‑430
pdf bib From the Paft to the Fiiture: a Fully Automatic NMT and Word Embeddings Method for OCR Post-Correction
Mika Hämäläinen and Simon Hengchen
pp. 431‑436
pdf bib Investigating Terminology Translation in Statistical and Neural Machine Translation: A Case Study on English-to-Hindi and Hindi-to-English
Rejwanul Haque, Md Hasanuzzaman and Andy Way
pp. 437‑446
pdf bib Beyond English-Only Reading Comprehension: Experiments in Zero-shot Multilingual Transfer for Bulgarian
Momchil Hardalov, Ivan Koychev and Preslav Nakov
pp. 447‑459
pdf bib Tweaks and Tricks for Word Embedding Disruptions
Amir Hazem and Nicolas Hernandez
pp. 460‑464
pdf bib Meta-Embedding Sentence Representation for Textual Similarity
Amir Hazem and Nicolas Hernandez
pp. 465‑473
pdf bib Emoji Powered Capsule Network to Detect Type and Target of Offensive Posts in Social Media
Hansi Hettiarachchi and Tharindu Ranasinghe
pp. 474‑480
pdf bib EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks
Rayehe Hosseini Pour and Mehrnoush Shamsfard
pp. 481‑486
pdf bib Opinions Summarization: Aspect Similarity Recognition Relaxes The Constraint of Predefined Aspects
Nguyen Huy Tien, Le Tung Thanh and Nguyen Minh Le
pp. 487‑496
pdf bib Discourse-Aware Hierarchical Attention Network for Extractive Single-Document Summarization
Tatsuya Ishigaki, Hidetaka Kamigaito, Hiroya Takamura and Manabu Okumura
pp. 497‑506
pdf bib Semi-Supervised Induction of POS-Tag Lexicons with Tree Models
Maciej Janicki
pp. 507‑515
pdf bib Word Sense Disambiguation based on Constrained Random Walks in Linked Semantic Networks
Arkadiusz Janz and Maciej Piasecki
pp. 516‑525
pdf bib Classification of Micro-Texts Using Sub-Word Embeddings
Mihir Joshi and Nur Zincir-Heywood
pp. 526‑533
pdf bib Using Syntax to Resolve NPE in English
Payal Khullar, Allen Antony and Manish Shrivastava
pp. 534‑540
pdf bib Is Similarity Visually Grounded? Computational Model of Similarity for the Estonian language
Claudia Kittask and Eduard Barbu
pp. 541‑549
pdf bib Language-Agnostic Twitter-Bot Detection
Jürgen Knauth
pp. 550‑558
pdf bib Multi-level analysis and recognition of the text sentiment on the example of consumer opinions
Jan Kocoń, Monika Zaśko-Zielińska and Piotr Miłkowski
pp. 559‑567
pdf bib A Qualitative Evaluation Framework for Paraphrase Identification
Venelin Kovatchev, M. Antonia Marti, Maria Salamo and Javier Beltran
pp. 568‑577
pdf bib Study on Unsupervised Statistical Machine Translation for Backtranslation
Anush Kumar, Nihal V. Nayak, Aditya Chandra and Mydhili K. Nair
pp. 578‑582
pdf bib Towards Functionally Similar Corpus Resources for Translation
Maria Kunilovskaya and Serge Sharoff
pp. 583‑592
pdf bib Question Similarity in Community Question Answering: A Systematic Exploration of Preprocessing Methods and Models
Florian Kunneman, Thiago Castro Ferreira, Emiel Krahmer and Antal van den Bosch
pp. 593‑601
pdf bib A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information
Sofie Labat and Els Lefever
pp. 602‑610
pdf bib Resolving Pronouns for a Resource-Poor Language, Malayalam Using Resource-Rich Language, Tamil.
Sobha Lalitha Devi
pp. 611‑618
pdf bib Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates
Daniil Larionov, Artem Shelmanov, Elena Chistova and Ivan Smirnov
pp. 619‑628
pdf bib Structural Approach to Enhancing WordNet with Conceptual Frame Semantics
Svetlozara Leseva and Ivelina Stoyanova
pp. 629‑637
pdf bib Compositional Hyponymy with Positive Operators
Martha Lewis
pp. 638‑647
pdf bib The Impact of Semantic Linguistic Features in Relation Extraction: A Logical Relational Learning Approach
Rinaldo Lima, Bernard Espinasse and Frederico Freitas
pp. 648‑654
pdf bib Detecting Anorexia in Spanish Tweets
Pilar López Úbeda, Flor Miriam Plaza del Arco, Manuel Carlos Díaz Galiano, L. Alfonso Urena Lopez and Maite Martin
pp. 655‑663
pdf bib A type-theoretical reduction of morphological, syntactic and semantic compositionality to a single level of description
Erkki Luuk
pp. 664‑673
pdf bib v-trel: Vocabulary Trainer for Tracing Word Relations - An Implicit Crowdsourcing Approach
Verena Lyding, Christos Rodosthenous, Federico Sangati, Umair ul Hassan, Lionel Nicolas, Alexander König, Jolita Horbacauskiene and Anisia Katinskaia
pp. 674‑683
pdf bib Jointly Learning Author and Annotated Character N-gram Embeddings: A Case Study in Literary Text
Suraj Maharjan, Deepthi Mave, Prasha Shrestha, Manuel Montes, Fabio A. González and Thamar Solorio
pp. 684‑692
pdf bib Generating Challenge Datasets for Task-Oriented Conversational Agents through Self-Play
Sourabh Majumdar, Serra Sinem Tekiroglu and Marco Guerini
pp. 693‑702
pdf bib Sentiment Polarity Detection in Azerbaijani Social News Articles
Sevda Mammadli, Shamsaddin Huseynov, Huseyn Alkaramov, Ulviyya Jafarli, Umid Suleymanov and Samir Rustamov
pp. 703‑710
pdf bib Inforex — a Collaborative Systemfor Text Corpora Annotation and Analysis Goes Open
Michał Marcińczuk and Marcin Oleksy
pp. 711‑719
pdf bib Semantic Language Model for Tunisian Dialect
Abir MASMOUDI, Rim Laatar, Mariem ellouze and lamia hadrich belguith
pp. 720‑729
pdf bib Automatic diacritization of Tunisian dialect text using Recurrent Neural Network
Abir Masmoudi, Mariem Ellouze and Lamia Hadrich belguith
pp. 730‑739
pdf bib Comparing MT Approaches for Text Normalization
Claudia Matos Veliz, Orphee De Clercq and Veronique Hoste
pp. 740‑749
pdf bib Sentiment and Emotion Based Representations for Fake Reviews Detection
Alimuddin Melleng, Anna Jurek-Loughrey and Deepak P
pp. 750‑757
pdf bib Turning silver into gold: error-focused corpus reannotation with active learning
Pierre André Ménard and Antoine Mougeot
pp. 758‑767
pdf bib Community Perspective on Replicability in Natural Language Processing
Margot Mieskes, Karën Fort, Aurélie Névéol, Cyril Grouin and Kevin Cohen
pp. 768‑775
pdf bib Unsupervised Data Augmentation for Less-Resourced Languages with no Standardized Spelling
Alice Millour and Karën Fort
pp. 776‑784
pdf bib Neural Feature Extraction for Contextual Emotion Detection
Elham Mohammadi, Hessam Amini and Leila Kosseim
pp. 785‑794
pdf bib Empirical Study of Diachronic Word Embeddings for Scarce Data
Syrielle Montariol and Alexandre Allauzen
pp. 795‑803
pdf bib A Fast and Accurate Partially Deterministic Morphological Analysis
Hajime Morita and Tomoya Iwakura
pp. 804‑809
pdf bib incom.py - A Toolbox for Calculating Linguistic Distances and Asymmetries between Related Languages
Marius Mosbach, Irina Stenger, Tania Avgustinova and Dietrich Klakow
pp. 810‑818
pdf bib A Holistic Natural Language Generation Framework for the Semantic Web
Axel-Cyrille Ngonga Ngomo, Diego Moussallem and Lorenz Bühmann
pp. 819‑828
pdf bib Building a Comprehensive Romanian Knowledge Base for Drug Administration
Bogdan Nicula, Mihai Dascalu, Maria-Dorinela Sîrbu, Ștefan Trăușan-Matu and Alexandru Nuță
pp. 829‑836
pdf bib Summary Refinement through Denoising
Nikola Nikolov, Alessandro Calmanovici and Richard Hahnloser
pp. 837‑843
pdf bib Large-Scale Hierarchical Alignment for Data-driven Text Rewriting
Nikola Nikolov and Richard Hahnloser
pp. 844‑853
pdf bib Dependency-Based Relative Positional Encoding for Transformer NMT
Yutaro Omote, Akihiro Tamura and Takashi Ninomiya
pp. 854‑861
pdf bib From Image to Text in Sentiment Analysis via Regression and Deep Learning
Daniela Onita, Liviu P. Dinu and Adriana Birlutiu
pp. 862‑868
pdf bib Building a Morphological Analyser for Laz
Esra Onal and Francis Tyers
pp. 869‑877
pdf bib Term Based Semantic Clusters for Very Short Text Classification
Jasper Paalman, Shantanu Mullick, Kalliopi Zervanou and Yingqian Zhang
pp. 878‑887
pdf bib Quotation Detection and Classification with a Corpus-Agnostic Model
Sean Papay and Sebastian Padó
pp. 888‑894
pdf bib Validation of Facts Against Textual Sources
Vamsi Krishna Pendyala, Simran Sinha, Satya Prakash, Shriya Reddy and Anupam Jamatia
pp. 895‑903
pdf bib A Neural Network Component for Knowledge-Based Semantic Representations of Text
Alejandro Piad-Morffis, Rafael Muñoz, Yoan Gutiérrez, Yudivian Almeida-Cruz, Suilan Estevez-Velarde and Andrés Montoyo
pp. 904‑911
pdf bib Toponym Detection in the Bio-Medical Domain: A Hybrid Approach with Deep Learning
Alistair Plum, Tharindu Ranasinghe and Constantin Orasan
pp. 912‑921
pdf bib Combining PBSMT and NMT Back-translated Data for Efficient NMT
Alberto Poncelas, Maja Popović, Dimitar Shterionov, Gideon Maillette de Buy Wenniger and Andy Way
pp. 922‑931
pdf bib Unsupervised dialogue intent detection via hierarchical topic model
Artem Popov, Victor Bulatov, Darya Polyudova and Eugenia Veselova
pp. 932‑938
pdf bib Graph Embeddings for Frame Identification
Alexander Popov and Jennifer Sikos
pp. 939‑948
pdf bib Know Your Graph. State-of-the-Art Knowledge-Based WSD
Alexander Popov, Kiril Simov and Petya Osenova
pp. 949‑958
pdf bib Are ambiguous conjunctions problematic for machine translation?
Maja Popović and Sheila Castilho
pp. 959‑966
pdf bib ULSAna: Universal Language Semantic Analyzer
Ondřej Pražák and Miloslav Konopik
pp. 967‑972
pdf bib Machine Learning Approach to Fact-Checking in West Slavic Languages
Pavel Přibáň, Tomáš Hercig and Josef Steinberger
pp. 973‑979
pdf bib NE-Table: A Neural key-value table for Named Entities
Janarthanan Rajendran, Jatin Ganhotra, Xiaoxiao Guo, Mo Yu, Satinder Singh and Lazaros Polymenakos
pp. 980‑993
pdf bib Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations
Tharindu Ranasinghe, Constantin Orasan and Ruslan Mitkov
pp. 994‑1003
pdf bib Semantic Textual Similarity with Siamese Neural Networks
Tharindu Ranasinghe, Constantin Orasan and Ruslan Mitkov
pp. 1004‑1011
pdf bib Analysing the Impact of Supervised Machine Learning on Automatic Term Extraction: HAMLET vs TermoStat
Ayla Rigouts Terryn, Patrick Drouin, Veronique Hoste and Els Lefever
pp. 1012‑1021
pdf bib Distant Supervision for Sentiment Attitude Extraction
Nicolay Rusnachenko, Natalia Loukachevitch and Elena Tutubalina
pp. 1022‑1030
pdf bib Self-Attentional Models Application in Task-Oriented Dialogue Generation Systems
Mansour Saffar Mehrjardi, Amine Trabelsi and Osmar R. Zaiane
pp. 1031‑1040
pdf bib Whom to Learn From? Graph- vs. Text-based Word Embeddings
Małgorzata Salawa, António Branco, Ruben Branco, João António Rodrigues and Chakaveh Saedi
pp. 1041‑1051
pdf bib Persistence pays off: Paying Attention to What the LSTM Gating Mechanism Persists
Giancarlo Salton and John Kelleher
pp. 1052‑1059
pdf bib Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names
Branislava Šandrih, Cvetana Krstev and Ranka Stankovic
pp. 1060‑1068
pdf bib Moral Stance Recognition and Polarity Classification from Twitter and Elicited Text
Wesley Santos and Ivandré Paraboni
pp. 1069‑1075
pdf bib The "Jump and Stay" Method to Discover Proper Verb Centered Constructions in Corpus Lattices
Bálint Sass
pp. 1076‑1084
pdf bib Offence in Dialogues: A Corpus-Based Study
Johannes Schäfer and Ben Burtenshaw
pp. 1085‑1093
pdf bib EmoTag – Towards an Emotion-Based Analysis of Emojis
Abu Awal Md Shoeb, Shahab Raji and Gerard de Melo
pp. 1094‑1103
pdf bib A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition
Lilia Simeonova, Kiril Simov, Petya Osenova and Preslav Nakov
pp. 1104‑1113
pdf bib Named Entity Recognition in Information Security Domain for Russian
Anastasiia Sirotina and Natalia Loukachevitch
pp. 1114‑1120
pdf bib Cross-Family Similarity Learning for Cognate Identification in Low-Resource Languages
Eliel Soisalon-Soininen and Mark Granroth-Wilding
pp. 1121‑1130
pdf bib Automatic Detection of Translation Direction
Ilia Sominsky and Shuly Wintner
pp. 1131‑1140
pdf bib Automated Text Simplification as a Preprocessing Step for Machine Translation into an Under-resourced Language
Sanja Štajner and Maja Popović
pp. 1141‑1150
pdf bib Investigating Multilingual Abusive Language Detection: A Cautionary Tale
Kenneth Steimel, Daniel Dakota, Yue Chen and Sandra Kübler
pp. 1151‑1160
pdf bib Augmenting a BiLSTM Tagger with a Morphological Lexicon and a Lexical Category Identification Step
Steinþór Steingrímsson, Örvar Kárason and Hrafn Loftsson
pp. 1161‑1168
pdf bib Comparison of Machine Learning Approaches for Industry Classification Based on Textual Descriptions of Companies
Andrey Tagarev, Nikola Tulechki and Svetla Boytcheva
pp. 1169‑1175
pdf bib A Quantum-Like Approach to Word Sense Disambiguation
Fabio Tamburini
pp. 1176‑1185
pdf bib Understanding Neural Machine Translation by Simplification: The Case of Encoder-free Models
Gongbo Tang, Rico Sennrich and Joakim Nivre
pp. 1186‑1193
pdf bib Text-Based Joint Prediction of Numeric and Categorical Attributes of Entities in Knowledge Bases
V Thejas, Abhijeet Gupta and Sebastian Padó
pp. 1194‑1202
pdf bib SenZi: A Sentiment Analysis Lexicon for the Latinised Arabic (Arabizi)
Taha Tobaili, Miriam Fernandez, Harith Alani, Sanaa Sharafeddine, Hazem Hajj and Goran Glavaš
pp. 1203‑1211
pdf bib Mining the UK Web Archive for Semantic Change Detection
Adam Tsakalidis, Marya Bazzi, Mihai Cucuringu, Pierpaolo Basile and Barbara McGillivray
pp. 1212‑1221
pdf bib Cross-Lingual Word Embeddings for Morphologically Rich Languages
Ahmet Üstün, Gosse Bouma and Gertjan van Noord
pp. 1222‑1228
pdf bib It Takes Nine to Smell a Rat: Neural Multi-Task Learning for Check-Worthiness Prediction
Slavena Vasileva, Pepa Atanasova, Lluís Màrquez, Alberto Barrón-Cedeño and Preslav Nakov
pp. 1229‑1239
pdf bib Deep learning contextual models for prediction of sport event outcome from sportsman’s interviews
Boris Velichkov, Ivan Koychev and Svetla Boytcheva
pp. 1240‑1246
pdf bib Exploiting Frame-Semantics and Frame-Semantic Parsing for Automatic Extraction of Typological Information from Descriptive Grammars of Natural Languages
Shafqat Mumtaz Virk, Azam Sheikh Muhammad, Lars Borin, Muhammad Irfan Aslam, Saania Iqbal and Nazia Khurram
pp. 1247‑1256
pdf bib Exploiting Open IE for Deriving Multiple Premises Entailment Corpus
Martin Víta and Jakub Klímek
pp. 1257‑1264
pdf bib Towards Adaptive Text Summarization: How Does Compression Rate Affect Summary Readability of L2 Texts?
Tatiana Vodolazova and Elena Lloret
pp. 1265‑1274
pdf bib The Impact of Rule-Based Text Generation on the Quality of Abstractive Summaries
Tatiana Vodolazova and Elena Lloret
pp. 1275‑1284
pdf bib ETNLP: A Visual-Aided Systematic Approach to Select Pre-Trained Embeddings for a Downstream Task
Son Vu Xuan, Thanh Vu, Son Tran and Lili Jiang
pp. 1285‑1294
pdf bib Tagger for Polish Computer Mediated Communication Texts
Wiktor Walentynowicz, Maciej Piasecki and Marcin Oleksy
pp. 1295‑1303
pdf bib Evaluation of vector embedding models in clustering of text documents
Tomasz Walkowiak and Mateusz Gniewkowski
pp. 1304‑1311
pdf bib Bigger versus Similar: Selecting a Background Corpus for First Story Detection Based on Distributional Similarity
Fei Wang, Robert J. Ross and John D. Kelleher
pp. 1312‑1320
pdf bib Predicting Sentiment of Polish Language Short Texts
Aleksander Wawer and Julita Sobiczewska
pp. 1321‑1327
pdf bib Improving Named Entity Linking Corpora Quality
Albert Weichselbraun, Adrian M.P. Brasoveanu, Philipp Kuntschik and Lyndon J.B. Nixon
pp. 1328‑1337
pdf bib Sequential Graph Dependency Parser
Sean Welleck and Kyunghyun Cho
pp. 1338‑1345
pdf bib Term-Based Extraction of Medical Information: Pre-Operative Patient Education Use Case
Martin Wolf, Volha Petukhova and Dietrich Klakow
pp. 1346‑1355
pdf bib A Survey of the Perceived Text Adaptation Needs of Adults with Autism
Victoria Yaneva, Constantin Orasan, Le An Ha and Natalia Ponomareva
pp. 1356‑1363
pdf bib An Open, Extendible, and Fast Turkish Morphological Analyzer
Olcay Taner Yıldız, Begüm Avar and Gökhan Ercan
pp. 1364‑1372
pdf bib Self-Attention Networks for Intent Detection
Sevinj Yolchuyeva, Géza Németh and Bálint Gyires-Tóth
pp. 1373‑1379
pdf bib Turkish Tweet Classification with Transformer Encoder
Atıf Emre Yüksel, Yaşar Alim Türkmen, Arzucan Özgür and Berna Altınel
pp. 1380‑1387
pdf bib Multilingual Dynamic Topic Model
Elaine Zosa and Mark Granroth-Wilding
pp. 1388‑1396
pdf bib A Wide-Coverage Context-Free Grammar for Icelandic and an Accompanying Parsing System
Vilhjálmur Þorsteinsson, Hulda Óladóttir and Hrafn Loftsson
pp. 1397‑1404

Last modified on October 14, 2019, 11:39 a.m.