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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5 Hits 1 – 20 of 86 1 Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity ... Hao, Yiding; Angluin, Dana; Frank, Robert. - : arXiv, 2022 BASE Show details 2 Do Language Models Learn Position-Role Mappings? ... Petty, Jackson; Wilson, Michael; Frank, Robert. - : arXiv, 2022 BASE Show details 3 Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models ... Mueller, Aaron; Frank, Robert; Linzen, Tal. - : arXiv, 2022 BASE Show details 4 Arguments for top-down derivations in syntax Frank, Robert; Kotek, Hadas In: Proceedings of the Linguistic Society of America; Vol 7, No 1 (2022): Proceedings of the Linguistic Society of America; 5264 ; 2473-8689 (2022) BASE Show details 5 Structure Here, Bias There: Hierarchical Generalization by Jointly Learning Syntactic Transformations Mulligan, Karl; Frank, Robert; Linzen, Tal In: Proceedings of the Society for Computation in Linguistics (2021) BASE Show details 6 Comparing methods of tree-construction across mildly context-sensitive formalisms Hunter, Tim; Frank, Robert In: Proceedings of the Society for Computation in Linguistics (2021) BASE Show details 7 The Role of Linguistic Features in Domain Adaptation: TAG Parsing of Questions ... Srivastava, Aarohi; Frank, Robert; Widder, Sarah. - : University of Mass Amherst, 2020 BASE Show details 8 Sequence-to-Sequence Networks Learn the Meaning of Reflexive Anaphora ... Frank, Robert; Petty, Jackson. - : arXiv, 2020 BASE Show details 9 Sequence-to-Sequence Networks Learn the Meaning of Reflexive Anaphora ... The 28th International Conference on Computational Linguistics 2020; Frank, Robert; Petty, Jackson. - : Underline Science Inc., 2020 Abstract: Reflexive anaphora present a challenge for semantic interpretation: their meaning varies depending on context in a way that appears to require abstract variables. Past work has raised doubts about the ability of recurrent networks to meet this challenge. In this paper, we explore this question in the context of a fragment of English that incorporates the relevant sort of contextual variability. We consider sequence-to-sequence architectures with recurrent units and show that such networks are capable of learning semantic interpretations for reflexive anaphora which generalize to novel antecedents. We explore the effect of attention mechanisms and different recurrent unit types on the type of training data that is needed for success as measured in two ways: how much lexical support is needed to induce an abstract reflexive meaning (i.e., how many distinct reflexive antecedents must occur during training) and what contexts must a noun phrase occur in to support generalization of reflexive interpretation to ... Keyword: Computer and Information Science; Natural Language Processing; Neural Network URL: https://dx.doi.org/10.48448/n02b-pg76 https://underline.io/lecture/6124-sequence-to-sequence-networks-learn-the-meaning-of-reflexive-anaphora BASE Hide details 10 Probabilistic Predictions of People Perusing: Evaluating Metrics of Language Model Performance for Psycholinguistic Modeling ... Hao, Yiding; Mendelsohn, Simon; Sterneck, Rachel. - : arXiv, 2020 BASE Show details 11 The Role of Linguistic Features in Domain Adaptation: TAG Parsing of Questions Srivastava, Aarohi; Frank, Robert; Widder, Sarah... In: Proceedings of the Society for Computation in Linguistics (2020) BASE Show details 12 Primitive Asymmetric C-Command Derives X̄-Theory Frank, Robert; Kuminiak, Fero In: North East Linguistics Society (2020) BASE Show details 13 Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence Networks McCoy, R. Thomas; Frank, Robert; Linzen, Tal In: Transactions of the Association for Computational Linguistics, Vol 8, Pp 125-140 (2020) (2020) BASE Show details 14 Jabberwocky Parsing: Dependency Parsing with Lexical Noise ... Kasai, Jungo; Frank, Robert. - : University of Massachusetts Amherst, 2019 BASE Show details 15 Open Sesame: Getting Inside BERT's Linguistic Knowledge ... Lin, Yongjie; Tan, Yi Chern; Frank, Robert. - : arXiv, 2019 BASE Show details 16 Finding Syntactic Representations in Neural Stacks ... Merrill, William; Khazan, Lenny; Amsel, Noah. - : arXiv, 2019 BASE Show details 17 A Unified Analysis of Reflexives and Reciprocals in Synchronous Tree Adjoining Grammar Aggazzotti, Cristina. - 2019 BASE Show details 18 Jabberwocky Parsing: Dependency Parsing with Lexical Noise Kasai, Jungo; Frank, Robert In: Proceedings of the Society for Computation in Linguistics (2019) BASE Show details 19 Revisiting the poverty of the stimulus: hierarchical generalization without a hierarchical bias in recurrent neural networks ... McCoy, R. Thomas; Frank, Robert; Linzen, Tal. - : arXiv, 2018 BASE Show details 20 Phonologically Informed Edit Distance Algorithms for Word Alignment with Low-Resource Languages ... McCoy, Richard T.; Frank, Robert. - : University of Massachusetts Amherst, 2018 BASE Show details Page: 1 2 3 4 5

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