| 2021 | Discussion Structure Prediction Based on a Two-step Method. | Takumi Himeno, Kazutaka Shimada |
| 2021 | Relation Extraction Using Multiple Pre-Training Models in Biomedical Domain. | Satoshi Hiai, Kazutaka Shimada, Taiki Watanabe, Akiva Miura, Tomoya Iwakura |
| 2021 | Evaluation Datasets for Cross-lingual Semantic Textual Similarity. | Toms Hercig, Pavel Krl |
| 2021 | Personality Predictive Lexical Cues and Their Correlations. | Xiaoli He, Gerard de Melo |
| 2021 | Semi-Supervised and Unsupervised Sense Annotation via Translations. | Bradley Hauer, Grzegorz Kondrak, Yixing Luan, Arnob Mallik, Lili Mou |
| 2021 | Claim Verification Using a Multi-GAN Based Model. | Amartya Hatua, Arjun Mukherjee, Rakesh M. Verma |
| 2021 | Apples to Apples: A Systematic Evaluation of Topic Models. | Ismail Harrando, Pasquale Lisena, Raphal Troncy |
| 2021 | SocialVisTUM: An Interactive Visualization Toolkit for Correlated Neural Topic Models on Social Media Opinion Mining. | Gerhard Hagerer, Martin Kirchhoff, Hannah Danner, Robert Pesch, Mainak Ghosh, Archishman Roy, Jiaxi Zhao, Georg Groh |
| 2021 | Syntax and Themes: How Context Free Grammar Rules and Semantic Word Association Influence Book Success. | Henry Gorelick, Biddut Sarker Bijoy, Syeda Jannatus Saba, Sudipta Kar, Md Saiful Islam, Mohammad Ruhul Amin |
| 2021 | A Dynamic Head Importance Computation Mechanism for Neural Machine Translation. | Akshay Goindani, Manish Shrivastava |
| 2021 | Relying on Discourse Analysis to Answer Complex Questions by Neural Machine Reading Comprehension. | Boris Galitsky, Dmitry Ilvovsky, Elizaveta Goncharova |
| 2021 | Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi. | Saurabh Sampatrao Gaikwad, Tharindu Ranasinghe, Marcos Zampieri, Christopher Homan |
| 2021 | Interpretable Identification of Cybersecurity Vulnerabilities from News Articles. | Pierre Frode de la Foret, Stefan Ruseti, Cristian Sandescu, Mihai Dascalu, Sbastien Travadel |
| 2021 | Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus. | Thiago Castro Ferreira, Joo Victor de Pinho Costa, Isabela Rigotto, Vitoria Portella, Gabriel Frota, Ana Luisa A. R. Guimares, Adalberto Penna, Isabela Lee, Tayane Arantes Soares, Sophia Rolim, Rossana Cunha, Celso Frana, Ariel Santos, Rivaney F. Oliveira, Abisague Langbehn, Daniel Hasan Dalip, Marcos Andr Gonalves, Rodrigo Bastos Fscolo, Adriana S. Pagano |
| 2021 | Improving Character-Aware Neural Language Model by Warming up Character Encoder under Skip-gram Architecture. | Yukun Feng, Chenlong Hu, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura |
| 2021 | BERT-PersNER: A New Model for Persian Named Entity Recognition. | Farane Jalali Farahani, Gholamreza Ghassem-Sani |
| 2021 | Online Learning over Time in Adaptive Neural Machine Translation. | Thierry Etchegoyhen, David Ponce, Harritxu Gete, Victor Ruiz Gmez |
| 2021 | Knowledge Discovery in COVID-19 Research Literature. | Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutirrez, Andrs Montoyo, Rafael Muoz, Yudivin Almeida-Cruz |
| 2021 | GeSERA: General-domain Summary Evaluation by Relevance Analysis. | Jessica Lpez Espejel, Gal de Chalendar, Jorge Garca Flores, Thierry Charnois, Ivn Vladimir Meza Ruz |
| 2021 | Towards Task-Agnostic Privacy- and Utility-Preserving Models. | Yaroslav Emelyanov |
| 2021 | Decoupled Transformer for Scalable Inference in Open-domain Question Answering. | Haytham ElFadeel, Stanislav Peshterliev |
| 2021 | A Pre-trained Transformer and CNN Model with Joint Language ID and Part-of-Speech Tagging for Code-Mixed Social-Media Text. | Suman Dowlagar, Radhika Mamidi |
| 2021 | Automatic Detection and Classification of Mental Illnesses from General Social Media Texts. | Anca P. Dinu, Andreea-Codrina Moldovan |
| 2021 | Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch. | Thierry Desot, Orphe De Clercq, Vronique Hoste |
| 2021 | On Generating Fact-Infused Question Variations. | Arthur Deschamps, Sujatha Das Gollapalli, See-Kiong Ng |