Transformer-based models for multimodal irony detection von Tomás, David, Ortega-Bueno, Reynier, Zhang, Guobiao, Rosso, Paolo, Schifanella, Rossano

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Simulating the spread and development of protolanguages von Johansson, Sverker

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Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution von Arefyev, Nikolay, Sheludko, Boris, Podolskiy, Alexander, Panchenko, Alexander

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Character Extraction and Character Type Identification from Summarised Story Plots von Srinivasan, Vardhini, Power, Aurelia

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Discussion Tracker: Supporting Teacher Learning about Students' Collaborative Argumentation in High School Classrooms von Lugini, Luca, Olshefski, Christopher, Singh, Ravneet, Litman, Diane, Godley, Amanda

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CEREC: A Corpus for Entity Resolution in Email Conversations von Dakle, Parag Pravin, Moldovan, Dan I

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What Meaning-Form Correlation Has to Compose With von Mickus, Timothee, Bernard, Timothée, Paperno, Denis

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Contextual Argument Component Classification for Class Discussions von Lugini, Luca, Litman, Diane

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Continual Lifelong Learning in Natural Language Processing: A Survey von Biesialska, Magdalena, Biesialska, Katarzyna, Costa-jussà, Marta R

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Breeding Gender-aware Direct Speech Translation Systems von Gaido, Marco, Savoldi, Beatrice, Bentivogli, Luisa, Negri, Matteo, Turchi, Marco

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Semi-supervised URL Segmentation with Recurrent Neural Networks Pre-trained on Knowledge Graph Entities von Zhang, Hao, Ro, Jae, Sproat, Richard

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Dual Attention Model for Citation Recommendation von Zhang, Yang, Ma, Qiang

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Linguistic Profiling of a Neural Language Model von Miaschi, Alessio, Brunato, Dominique, Dell'Orletta, Felice, Venturi, Giulia

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Exploring Cross-sentence Contexts for Named Entity Recognition with BERT von Luoma, Jouni, Pyysalo, Sampo

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Intent Mining from past conversations for conversational agent von Chatterjee, Ajay, Sengupta, Shubhashis

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Emergent Communication Pretraining for Few-Shot Machine Translation von Li, Yaoyiran, Ponti, Edoardo M, Vulić, Ivan, Korhonen, Anna

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Autoregressive Reasoning over Chains of Facts with Transformers von Cartuyvels, Ruben, Spinks, Graham, Moens, Marie-Francine

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Unsupervised deep language and dialect identification for short texts von Goswami, Koustava, Sarkar, Rajdeep, Chakravarthi, Bharathi Raja, Fransen, Theodorus, McCrae, John P

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Emergent Communication Pretraining for Few-Shot Machine Translation von Li, Yaoyiran, Ponti, Edoardo, Vulic, Ivan, Korhonen, Anna

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Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis von Majewska, Olga, Vulic, Ivan, McCarthy, Diana, Korhonen, Anna

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