Automatic Short Answer Marking‚ in Association for Computational Linguistics by Pulman, S, Sukkarieh, J

Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach by Jawanpuria, Pratik, Balgovind, Arjun, Kunchukuttan, Anoop, Mishra, Bamdev

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Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand? by William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith

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Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes by Ofer Sabo, Yanai Elazar, Yoav Goldberg, Ido Dagan

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Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals by Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg

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QED: A Framework and Dataset for Explanations in Question Answering by Matthew Lamm, Jennimaria Palomaki, Chris Alberti, Daniel Andor, Eunsol Choi, Livio Baldini Soares, Michael Collins

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On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs by Adina Williams, Ryan Cotterell, Lawrence Wolf-Sonkin, Damián Blasi, Hanna Wallach

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Learning End-to-End Goal-Oriented Dialog with Maximal User Task Success and Minimal Human Agent Use by Rajendran, Janarthanan, Ganhotra, Jatin, Polymenakos, Lazaros C.

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MasakhaNER: Named Entity Recognition for African Languages by David Ifeoluwa Adelani, Jade Abbott, Graham Neubig, Daniel D’souza, Julia Kreutzer, Constantine Lignos, Chester Palen-Michel, Happy Buzaaba, Shruti Rijhwani, Sebastian Ruder, Stephen Mayhew, Israel Abebe Azime, Shamsuddeen H. Muhammad, Chris Chinenye Emezue, Joyce Nakatumba-Nabende, Perez Ogayo, Aremu Anuoluwapo, Catherine Gitau, Derguene Mbaye, Jesujoba Alabi, Seid Muhie Yimam, Tajuddeen Rabiu Gwadabe, Ignatius Ezeani, Rubungo Andre Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, Mouhamadane MBOUP, Dibora Gebreyohannes, Henok Tilaye, Kelechi Nwaike, Degaga Wolde, Abdoulaye Faye, Blessing Sibanda, Orevaoghene Ahia, Bonaventure F. P. Dossou, Kelechi Ogueji, Thierno Ibrahima DIOP, Abdoulaye Diallo, Adewale Akinfaderin, Tendai Marengereke, Salomey Osei

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No Word is an Island—A Transformation Weighting Model for Semantic Composition by Dima, Corina, de Kok, Daniël, Witte, Neele, Hinrichs, Erhard

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Learning English with Peppa Pig by Mitja Nikolaus, Afra Alishahi, Grzegorz Chrupała

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Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement by Alireza Mohammadshahi, James Henderson

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Czech Grammar Error Correction with a Large and Diverse Corpus by Jakub Náplava, Milan Straka, Jana Straková, Alexandr Rosen

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Neural Event Semantics for Grounded Language Understanding by Shyamal Buch, Li Fei-Fei, Noah D. Goodman

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A Multi-Level Optimization Framework for End-to-End Text Augmentation by Sai Ashish Somayajula, Linfeng Song, Pengtao Xie

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Rotational Unit of Memory: A Novel Representation Unit for RNNs with Scalable Applications by Dangovski, Rumen, Jing, Li, Nakov, Preslav, Tatalović, Mićo, Soljačić, Marin

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Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance by Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata

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On the Complexity and Typology of Inflectional Morphological Systems by Cotterell, Ryan, Kirov, Christo, Hulden, Mans, Eisner, Jason

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Dependency Parsing with Backtracking using Deep Reinforcement Learning by Franck Dary, Maxime Petit, Alexis Nasr

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Decontextualization: Making Sentences Stand-Alone by Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, Tom Kwiatkowski, Dipanjan Das, Michael Collins

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