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48 papers

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Papers

Language Model Quality Correlates with Psychometric Predictive Power in Multiple Languages EMNLP 2023 Scaling in Cognitive Modelling: a Multilingual Approach to Human Reading Times ACL 2023 The Linearity of the Effect of Surprisal on Reading Times across Languages EMNLP 2023 Transformer-Based Language Model Surprisal Predicts Human Reading Times Best with About Two Billion Training Tokens EMNLP 2023 Words, Subwords, and Morphemes: What Really Matters in the Surprisal-Reading Time Relationship? EMNLP 2023 Analyzing Wrap-Up Effects through an Information-Theoretic Lens ACL 2022 Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal EMNLP 2022 HkAmsters at CMCL 2022 Shared Task: Predicting Eye-Tracking Data from a Gradient Boosting Framework with Linguistic Features ACL 2022 NU HLT at CMCL 2022 Shared Task: Multilingual and Crosslingual Prediction of Human Reading Behavior in Universal Language Space ACL 2022 Poirot at CMCL 2022 Shared Task: Zero Shot Crosslingual Eye-Tracking Data Prediction using Multilingual Transformer Models ACL 2022 The Effects of Surprisal across Languages: Results from Native and Non-native Reading AACL 2022 CDRNN: Discovering Complex Dynamics in Human Language Processing ACL 2021 Dependency Locality and Neural Surprisal as Predictors of Processing Difficulty: Evidence from Reading Times NAACL 2021 Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars EMNLP 2021 Revisiting the Uniform Information Density Hypothesis EMNLP 2021 Surprisal Estimators for Human Reading Times Need Character Models ACL 2021 Cloze Distillation: Improving Neural Language Models with Human Next-Word Prediction CoNLL 2020 Probabilistic Predictions of People Perusing: Evaluating Metrics of Language Model Performance for Psycholinguistic Modeling EMNLP 2020 L2 Processing Advantages of Multiword Sequences: Evidence from Eye-Tracking ACL 2019 A Computational Model of Human Preferences for Pronoun Resolution EACL 2017 Automatic Assessment of Absolute Sentence Complexity IJCAI 2017 Between Reading Time and Syntactic/Semantic Categories IJCNLP 2017 Reading-Time Annotations for “Balanced Corpus of Contemporary Written Japanese” COLING 2016