Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times? by Byung-Doh Oh, William Schuler

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Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations by Arabella Sinclair, Jaap Jumelet, Willem Zuidema, Raquel Fernández

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FeelingBlue: A Corpus for Understanding the Emotional Connotation of Color in Context by Amith Ananthram, Olivia Winn, Smaranda Muresan

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Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing by Yilin Niu, Fei Huang, Wei Liu, Jianwei Cui, Bin Wang, Minlie Huang

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An Empirical Survey of Data Augmentation for Limited Data Learning in NLP by Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang

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Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks by Aakanksha Naik, Jill Lehman, Carolyn Rosé

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Grammar Error Correction in Morphologically Rich Languages: The Case of Russian by Rozovskaya, Alla, Roth, Dan

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Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection by Weijia Xu, Sweta Agrawal, Eleftheria Briakou, Marianna J. Martindale, Marine Carpuat

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How Furiously Can Colorless Green Ideas Sleep? Sentence Acceptability in Context by Lau, Jey Han, Armendariz, Carlos, Lappin, Shalom, Purver, Matthew, Shu, Chang

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Unsupervised Discourse Constituency Parsing Using Viterbi EM by Nishida, Noriki, Nakayama, Hideki

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Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence Networks by McCoy, R. Thomas, Frank, Robert, Linzen, Tal

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Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond by Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang

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Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval by Sheng-Chieh Lin, Minghan Li, Jimmy Lin

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Quantifying Cognitive Factors in Lexical Decline by David Francis, Ella Rabinovich, Farhan Samir, David Mortensen, Suzanne Stevenson

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Tracking Brand-Associated Polarity-Bearing Topics in User Reviews by Runcong Zhao, Lin Gui, Hanqi Yan, Yulan He

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Sparse, Dense, and Attentional Representations for Text Retrieval by Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins

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<scp>InSCIt</scp>: Information-Seeking Conversations with Mixed-Initiative Interactions by Zeqiu Wu, Ryu Parish, Hao Cheng, Sewon Min, Prithviraj Ammanabrolu, Mari Ostendorf, Hannaneh Hajishirzi

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PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them by Patrick Lewis, Yuxiang Wu, Linqing Liu, Pasquale Minervini, Heinrich Küttler, Aleksandra Piktus, Pontus Stenetorp, Sebastian Riedel

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Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences by Xudong Hong, Asad Sayeed, Khushboo Mehra, Vera Demberg, Bernt Schiele

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Reducing Conversational Agents’ Overconfidence Through Linguistic Calibration by Sabrina J. Mielke, Arthur Szlam, Emily Dinan, Y-Lan Boureau

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