RANLP 2021: all accepted papers
- A Call for Clarity in Contemporary Authorship Attribution Evaluation ↗Allen Riddell, Haining Wang, Patrick Juola
- A Case Study of Deep Learning-Based Multi-Modal Methods for Labeling the Presence of Questionable Content in Movie Trailers ↗Mahsa Shafaei, Christos Smailis, Ioannis Kakadiaris et al.
- A Comparative Study on Abstractive and Extractive Approaches in Summarization of European Legislation Documents ↗Valentin Zmiycharov, Milen Chechev, Gergana Lazarova et al.
- A Data-Driven Semi-Automatic Framenet Development Methodology ↗Shafqat Mumtaz Virk, Dana Dannélls, Lars Borin et al.
- A Dataset for Research on Modelling Depression Severity in Online Forum Data ↗Isuri A. Nanomi Arachchige, Ruvan Weerasinghe, Vihangi H. Jayasuriya
- A Deep Learning System for Automatic Extraction of Typological Linguistic Information from Descriptive Grammars ↗Shafqat Mumtaz Virk, Daniel Foster, Azam Sheikh Muhammad et al.
- A Domain-Independent Holistic Approach to Deception Detection ↗Sadat Shahriar, Arjun Mukherjee, Omprakash Gnawali
- A Dynamic Head Importance Computation Mechanism for Neural Machine Translation ↗Akshay Goindani, Manish Shrivastava
- A Hierarchical Entity Graph Convolutional Network for Relation Extraction across Documents ↗Tapas Nayak, Hwee Tou Ng
- A Multi-Pass Sieve Coreference Resolution for Indonesian ↗Valentina Kania Prameswara Artari, Rahmad Mahendra, Meganingrum Arista Jiwanggi et al.
- A Novel Machine Learning Based Approach for Post-OCR Error Detection ↗Shafqat Mumtaz Virk, Dana Dannélls, Azam Sheikh Muhammad
- A Psychologically Informed Part-of-Speech Analysis of Depression in Social Media ↗Ana-Maria Bucur, Ioana R. Podina, Liviu P. Dinu
- A Review on Document Information Extraction Approaches ↗Kanishka Silva, Thushari Silva
- A Second Pandemic? Analysis of Fake News about COVID-19 Vaccines in Qatar ↗Preslav Nakov, Firoj Alam, Shaden Shaar et al.
- A Semi-Supervised Approach to Detect Toxic Comments ↗Ghivvago Damas Saraiva, Rafael Anchiêta, Francisco Assis Ricarte Neto et al.
- A Syntax-Aware Edit-based System for Text Simplification ↗Oscar M. Cumbicus-Pineda, Itziar Gonzalez-Dios, Aitor Soroa
- Abstractive Document Summarization with Word Embedding Reconstruction ↗Jingyi You, Chenlong Hu, Hidetaka Kamigaito et al.
- Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text ↗Hian Cañizares-Díaz, Alejandro Piad-Morffis, Suilan Estevez-Velarde et al.
- Active Learning for Interactive Relation Extraction in a French Newspaper's Articles ↗Cyrielle Mallart, Michel Le Nouy, Guillaume Gravier et al.
- Addressing Slot-Value Changes in Task-oriented Dialogue Systems through Dialogue Domain Adaptation ↗Tiziano Labruna, Bernardo Magnini
- An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures ↗Silvia Terragni, Elisabetta Fersini
- Apples to Apples: A Systematic Evaluation of Topic Models ↗Ismail Harrando, Pasquale Lisena, Raphaël Troncy
- Application of Deep Learning Methods to SNOMED CT Encoding of Clinical Texts: From Data Collection to Extreme Multi-Label Text-Based Classification ↗Anton Hristov, Aleksandar Tahchiev, Hristo Papazov et al.
- Application of Mix-Up Method in Document Classification Task Using BERT ↗Naoki Kikuta, Hiroyuki Shinnou
- ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD ↗Moustafa Al-Hajj, Mustafa Jarrar
- Are Language-Agnostic Sentence Representations Actually Language-Agnostic? ↗Yu Chen, Tania Avgustinova
- Are the Multilingual Models Better? Improving Czech Sentiment with Transformers ↗Pavel Přibáň, Josef Steinberger
- Assessing the Eligibility of Backtranslated Samples Based on Semantic Similarity for the Paraphrase Identification Task ↗Jean-Philippe Corbeil, Hadi Abdi Ghavidel
- AutoChart: A Dataset for Chart-to-Text Generation Task ↗Jiawen Zhu, Jinye Ran, Roy Ka-Wei Lee et al.
- Automatic Detection and Classification of Mental Illnesses from General Social Media Texts ↗Anca Dinu, Andreea-Codrina Moldovan
- Automatic Transformation of Clinical Narratives into Structured Format ↗Sylvia Vassileva, Gergana Todorova, Kristina Ivanova et al.
- BERT Embeddings for Automatic Readability Assessment ↗Joseph Marvin Imperial
- BERT-PersNER: A New Model for Persian Named Entity Recognition ↗Farane Jalali Farahani, Gholamreza Ghassem-Sani
- BPoMP: The Benchmark of Poetic Minimal Pairs – Limericks, Rhyme, and Narrative CoherenceAlmas Abdibayev, Allen Riddell, Daniel Rockmoreour summary
- Behavior of Modern Pre-trained Language Models Using the Example of Probing Tasks ↗Ekaterina Kalyaeva, Oleg Durandin, Alexey Malafeev
- Bilingual Terminology Extraction Using Neural Word Embeddings on Comparable Corpora ↗Darya Filippova, Burcu Can, Gloria Corpas Pastor
- Building A Corporate Corpus For Threads Constitution ↗Lionel Tadonfouet Tadjou, Fabrice Bourge, Tiphaine Marie et al.
- CLexIS2: A New Corpus for Complex Word Identification Research in Computing Studies ↗Jenny A. Ortiz Zambrano, Arturo Montejo-Ráez
- COVID-19 in Bulgarian Social Media: Factuality, Harmfulness, Propaganda, and Framing ↗Preslav Nakov, Firoj Alam, Shaden Shaar et al.
- Can Multilingual Transformers Fight the COVID-19 Infodemic? ↗Lasitha Uyangodage, Tharindu Ranasinghe, Hansi Hettiarachchi
- Can the Transformer Be Used as a Drop-in Replacement for RNNs in Text-Generating GANs? ↗Kevin Blin, Andrei Kucharavy
- Character-based Thai Word Segmentation with Multiple Attentions ↗Thodsaporn Chay-intr, Hidetaka Kamigaito, Manabu Okumura
- Claim Verification Using a Multi-GAN Based Model ↗Amartya Hatua, Arjun Mukherjee, Rakesh Verma
- Classification of Code-Mixed Text Using Capsule Networks ↗Shanaka Chathuranga, Surangika Ranathunga
- Comparative Analysis of Fine-tuned Deep Learning Language Models for ICD-10 Classification Task for Bulgarian Language ↗Boris Velichkov, Sylvia Vassileva, Simeon Gerginov et al.
- Comparing Supervised Machine Learning Techniques for Genre Analysis in Software Engineering Research Articles ↗Felipe Araújo de Britto, Thiago Castro Ferreira, Leonardo Pereira Nunes et al.
- Contextual-Lexicon Approach for Abusive Language Detection ↗Francielle Vargas, Fabiana Rodrigues de Góes, Isabelle Carvalho et al.
- Corpus Creation and Language Identification in Low-Resource Code-Mixed Telugu-English Text ↗Siva Subrahamanyam Varma Kusampudi, Anudeep Chaluvadi, Radhika Mamidi
- Correcting Texts Generated by Transformers using Discourse Features and Web Mining ↗Alexander Chernyavskiy, Dmitry Ilvovsky, Boris Galitsky
- Cross-Lingual Wolastoqey-English Definition Modelling ↗Diego Bear, Paul Cook
- Cross-lingual Fine-tuning for Abstractive Arabic Text Summarization ↗Mram Kahla, Zijian Győző Yang, Attila Novák
- Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi ↗Saurabh Sampatrao Gaikwad, Tharindu Ranasinghe, Marcos Zampieri et al.
- Cultural Topic Modelling over Novel Wikipedia Corpora for South-Slavic Languages ↗Filip Markoski, Elena Markoska, Nikola Ljubešić et al.
- Czert – Czech BERT-like Model for Language Representation ↗Jakub Sido, Ondřej Pražák, Pavel Přibáň et al.
- Decoupled Transformer for Scalable Inference in Open-domain Question Answering ↗Haytham Elfdaeel, Stanislav Peshterliev
- Delexicalized Cross-lingual Dependency Parsing for Xibe ↗He Zhou, Sandra Kübler
- Developing a Clinical Language Model for Swedish: Continued Pretraining of Generic BERT with In-Domain Data ↗Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis
- Disambiguating Grammatical Number and Gender With BERT ↗Annegret Janzso
- Discovery of Multiword Expressions with Loanwords and Their Equivalents in the Persian Language ↗Katarzyna Marszałek-Kowalewska
- Discussion Structure Prediction Based on a Two-step Method ↗Takumi Himeno, Kazutaka Shimada
- Does BERT Understand Idioms? A Probing-Based Empirical Study of BERT Encodings of Idioms ↗Minghuan Tan, Jing Jiang
- Does local pruning offer task-specific models to learn effectively ? ↗Abhishek Kumar Mishra, Mohna Chakraborty
- Domain Adaptation for Hindi-Telugu Machine Translation Using Domain Specific Back Translation ↗Hema Ala, Vandan Mujadia, Dipti Sharma
- Domain-Specific Japanese ELECTRA Model Using a Small Corpus ↗Youki Itoh, Hiroyuki Shinnou
- ELERRANT: Automatic Grammatical Error Type Classification for Greek ↗Katerina Korre, Marita Chatzipanagiotou, John Pavlopoulos
- Efficient Multilingual Text Classification for Indian Languages ↗Salil Aggarwal, Sourav Kumar, Radhika Mamidi
- EmoPars: A Collection of 30K Emotion-Annotated Persian Social Media Texts ↗Nazanin Sabri, Reyhane Akhavan, Behnam Bahrak
- English-Arabic Cross-language Plagiarism Detection ↗Naif Alotaibi, Mike Joy
- Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation ↗Jordi Armengol-Estapé, Marta R. Costa-jussà, Carlos Escolano
- Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus ↗Thiago Castro Ferreira, João Victor de Pinho Costa, Isabela Rigotto et al.
- Evaluation Datasets for Cross-lingual Semantic Textual Similarity ↗Tomáš Hercig, Pavel Kral
- Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch ↗Thierry Desot, Orphee De Clercq, Veronique Hoste
- Exploiting Domain-Specific Knowledge for Judgment Prediction Is No Panacea ↗Olivier Salaün, Philippe Langlais, Karim Benyekhlef
- Exploring German Multi-Level Text Simplification ↗Nicolas Spring, Annette Rios, Sarah Ebling
- Extending a Text-to-Pictograph System to French and to Arasaac ↗Magali Norré, Vincent Vandeghinste, Pierrette Bouillon et al.
- Fiction in Russian Translation: A Translationese Study ↗Maria Kunilovskaya, Ekaterina Lapshinova-Koltunski, Ruslan Mitkov
- Fine-tuning Neural Language Models for Multidimensional Opinion Mining of English-Maltese Social Data ↗Keith Cortis, Kanishk Verma, Brian Davis
- FrenLyS: A Tool for the Automatic Simplification of French General Language Texts ↗Eva Rolin, Quentin Langlois, Patrick Watrin et al.
- From Constituency to UD-Style Dependency: Building the First Conversion Tool of Turkish ↗Aslı Kuzgun, Oğuz Kerem Yıldız, Neslihan Cesur et al.
- Frustration Level Annotation in Latvian Tweets with Non-Lexical Means of Expression ↗Viktorija Leonova, Janis Zuters
- GeSERA: General-domain Summary Evaluation by Relevance Analysis ↗Jessica López Espejel, Gaël de Chalendar, Jorge Garcia Flores et al.
- Generating Answer Candidates for Quizzes and Answer-Aware Question Generators ↗Kristiyan Vachev, Momchil Hardalov, Georgi Karadzhov et al.
- Generic Mechanism for Reducing Repetitions in Encoder-Decoder Models ↗Ying Zhang, Hidetaka Kamigaito, Tatsuya Aoki et al.
- Graph-based Argument Quality Assessment ↗Ekaterina Saveleva, Volha Petukhova, Marius Mosbach et al.
- Handling synset overgeneration: Sense Merging in BTB-WN ↗Ivaylo Radev, Zara Kancheva
- Hinglish to English Machine Translation using Multilingual Transformers ↗Vibhav Agarwal, Pooja Rao, Dinesh Babu Jayagopi
- How to Obtain Reliable Labels for MBTI Classification from Texts? ↗Sanja Stajner, Seren Yenikent
- Humor Generation and Detection in Code-Mixed Hindi-English ↗Kaustubh Agarwal, Rhythm Narula
- Improving Abstractive Summarization with Commonsense Knowledge ↗Pranav Nair, Anil Kumar Singh
- Improving Character-Aware Neural Language Model by Warming up Character Encoder under Skip-gram Architecture ↗Yukun Feng, Chenlong Hu, Hidetaka Kamigaito et al.
- Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering ↗Tapas Nayak, Navonil Majumder, Soujanya Poria
- Improving Evidence Retrieval with Claim-Evidence Entailment ↗Fan Yang, Eduard Dragut, Arjun Mukherjee
- Improving Neural Language Processing with Named Entities ↗Kyoumoto Matsushita, Takuya Makino, Tomoya Iwakura
- InFoBERT: Zero-Shot Approach to Natural Language Understanding Using Contextualized Word Embedding ↗Pavel Burnyshev, Andrey Bout, Valentin Malykh et al.
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