| 2020 | GameWikiSum: a Novel Large Multi-Document Summarization Dataset. | Diego Antognini, Boi Faltings |
| 2020 | HotelRec: a Novel Very Large-Scale Hotel Recommendation Dataset. | Diego Antognini, Boi Faltings |
| 2020 | wikiHowToImprove: A Resource and Analyses on Edits in Instructional Texts. | Talita Anthonio, Irshad Bhat, Michael Roth |
| 2020 | A Parallel WordNet for English, Swedish and Bulgarian. | Krasimir Angelov |
| 2020 | Inherent Dependency Displacement Bias of Transition-Based Algorithms. | Mark Anderson, Carlos Gmez-Rodrguez |
| 2020 | PACO: a Corpus to Analyze the Impact of Common Ground in Spontaneous Face-to-Face Interaction. | Mary Amoyal, Batrice Priego-Valverde, Stphane Rauzy |
| 2020 | Data Augmentation using Machine Translation for Fake News Detection in the Urdu Language. | Maaz Amjad, Grigori Sidorov, Alisa Zhila |
| 2020 | Exploring Transformer Text Generation for Medical Dataset Augmentation. | Ali Amin-Nejad, Julia Ive, Sumithra Velupillai |
| 2020 | A French Version of the FraCaS Test Suite. | Maxime Amblard, Clment Beysson, Philippe de Groote, Bruno Guillaume, Sylvain Pogodalla |
| 2020 | Evaluating Language Tools for Fifteen EU-official Under-resourced Languages. | Diego Alves, Gaurish Thakkar, Marko Tadic |
| 2020 | A Corpus of Spanish Political Speeches from 1937 to 2019. | Elena lvarez Mellado |
| 2020 | Constructing a Bilingual Hadith Corpus Using a Segmentation Tool. | Shatha Altammami, Eric Atwell, Ammar Alsalka |
| 2020 | Developing an Arabic Infectious Disease Ontology to Include Non-Standard Terminology. | Lama Alsudias, Paul Rayson |
| 2020 | Metaphorical Expressions in Automatic Arabic Sentiment Analysis. | Israa Alsiyat, Scott Piao |
| 2020 | Cross-lingual Zero Pronoun Resolution. | Abdulrahman Aloraini, Massimo Poesio |
| 2020 | The RiMotivAzione Dialogue Corpus - Analysing Medical Discourse to Model a Digital Physiotherapist. | Francesca Alloatti, Andrea Bolioli, Alessio Bosca, Mariafrancesca Guadalupi |
| 2020 | A Broad-Coverage Deep Semantic Lexicon for Verbs. | James F. Allen, Hannah An, Ritwik Bose, William de Beaumont, Choh Man Teng |
| 2020 | Email Classification Incorporating Social Networks and Thread Structure. | Sakhar B. Alkhereyf, Owen Rambow |
| 2020 | Finite State Machine Pattern-Root Arabic Morphological Generator, Analyzer and Diacritizer. | Maha Alkhairy, Afshan Jafri, David Smith |
| 2020 | A Corpus for Visual Question Answering Annotated with Frame Semantic Information. | Mehrdad Alizadeh, Barbara Di Eugenio |
| 2020 | Variants of Vector Space Reductions for Predicting the Compositionality of English Noun Compounds. | Pegah Alipoor, Sabine Schulte im Walde |
| 2020 | SiNER: A Large Dataset for Sindhi Named Entity Recognition. | Wazir Ali, Junyu Lu, Zenglin Xu |
| 2020 | MathAlign: Linking Formula Identifiers to their Contextual Natural Language Descriptions. | Maria Alexeeva, Rebecca Sharp, Marco Antonio Valenzuela-Escrcega, Jennifer Kadowaki, Adarsh Pyarelal, Clayton T. Morrison |
| 2020 | Offensive Video Detection: Dataset and Baseline Results. | Cleber Alcntara, Viviane Pereira Moreira, Diego de Vargas Feij |
| 2020 | Which Model Should We Use for a Real-World Conversational Dialogue System? a Cross-Language Relevance Model or a Deep Neural Net? | Seyed Hossein Alavi, Anton Leuski, David R. Traum |