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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...47 48 49 50 51 52 Hits 1.001 – 1.020 of 1.029 1001 Grammatical Profiling for Semantic Change Detection ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Giulianelli, Mario; Kutuzov, Andrey. - : Underline Science Inc., 2021 BASE Show details 1002 Dependency Induction Through the Lens of Visual Perception ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Hao; Bisk, Yonatan; He, Junxian; Neubig, Graham; Rijhwani, Shruti; Su, Ruisi; Wang, Xinyu. - : Underline Science Inc., 2021 Abstract: Most previous work on grammar induction focuses on learning phrasal or dependency structure purely from text. However, because the signal provided by text alone is limited, recently introduced visually grounded syntax models make use of multimodal information leading to improved performance in constituency grammar induction. However, as compared to dependency grammars, constituency grammars do not provide a straight- forward way to incorporate visual information without enforcing language-specific heuristics. In this paper, we propose an unsupervised grammar induction model that leverages word concreteness and a structural vision-based heuristic to jointly learn constituency-structure and dependency-structure grammars. Our experiments find that concreteness is a strong indicator for learning dependency grammars, im- proving the direct attachment score (DAS) by over 50% as compared to state-of-the-art models trained on pure text. Next, we propose an extension of our model that leverages both word concreteness ... Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://dx.doi.org/10.48448/7j5q-9w68 https://underline.io/lecture/39855-dependency-induction-through-the-lens-of-visual-perception BASE Hide details 1003 Towards Syntax-Aware DialogueSummarization using Multi-task Learning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Lee, Seolhwa; Lim, Heuiseok. - : Underline Science Inc., 2021 BASE Show details 1004 To be Closer: Learning to Link up Aspects with Opinions ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Gao, Yang; Jie, Zhanming. - : Underline Science Inc., 2021 BASE Show details 1005 Artificial Text Detection via Examining the Topology of Attention Maps ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cherniavskii, Daniil; Mikhailov, Vladislav. - : Underline Science Inc., 2021 BASE Show details 1006 Enlivening Redundant Heads in Multi-head Self-attention for Machine Translation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Zhang, Tianfu. - : Underline Science Inc., 2021 BASE Show details 1007 On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Zhang, Zhisong. - : Underline Science Inc., 2021 BASE Show details 1008 Frequency Effects on Syntactic Rule Learning in Transformers ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Garrette, Dan; Linzen, Tal. - : Underline Science Inc., 2021 BASE Show details 1009 CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Shi, Ensheng; Wang, Yanlin. - : Underline Science Inc., 2021 BASE Show details 1010 Deconstructing syntactic generalizations with minimalist grammars ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ermolaeva, Marina. - : Underline Science Inc., 2021 BASE Show details 1011 Disentangling Representations of Text by Masking Transformers ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; van de Meent, Jan-willem; Wallace, Byron. - : Underline Science Inc., 2021 BASE Show details 1012 Multiplex Graph Neural Network for Extractive Text Summarization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Fan, Wei; Jing, Baoyu. - : Underline Science Inc., 2021 BASE Show details 1013 On the Difficulty of Translating Free-Order Case-Marking Languages ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bisazza, Arianna; Sportel, Stephan. - : Underline Science Inc., 2021 BASE Show details 1014 Data Augmentation Methods for Anaphoric Zero Pronouns ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Aloraini, Abdulrahman; Poesio, Massimo. - : Underline Science Inc., 2021 BASE Show details 1015 Revisiting Pivot-Based Paraphrase Generation: Language Is Not the Only Optional Pivot ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cai, Yitao; Cao, Yue. - : Underline Science Inc., 2021 BASE Show details 1016 Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Clement, Colin; Drain, Dawn. - : Underline Science Inc., 2021 BASE Show details 1017 Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Goldberg, Yoav; Linzen, Tal. - : Underline Science Inc., 2021 BASE Show details 1018 Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Dieuwke; Jia, Robin. - : Underline Science Inc., 2021 BASE Show details 1019 A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Nag, Arijit. - : Underline Science Inc., 2021 BASE Show details 1020 SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cao, Yanan; Cao, Cungen. - : Underline Science Inc., 2021 BASE Show details Page: 1...47 48 49 50 51 52

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