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Input Representations for Parsing Discourse Representation Structures: Comparing English with Chinese ...
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Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT ...
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Separating Argument Structure from Logical Structure in AMR ...
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The First Shared Task on Discourse Representation Structure Parsing ...
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The Parallel Meaning Bank: A Framework for Semantically Annotating Multiple Languages ...
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Casting a Wide Net: Robust Extraction of Potentially Idiomatic Expressions ...
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The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations
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In: 15th Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01630960 ; 15th Conference of the European Chapter of the Association for Computational Linguistics, Apr 2017, Valencia, Spain. pp.242 - 247 (2017)
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The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations ...
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Combining lexical and spatial knowledge to predict spatial relations between objects in images
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Semantic Tagging with Deep Residual Networks ...
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Abstract:
We propose a novel semantic tagging task, sem-tagging, tailored for the purpose of multilingual semantic parsing, and present the first tagger using deep residual networks (ResNets). Our tagger uses both word and character representations and includes a novel residual bypass architecture. We evaluate the tagset both intrinsically on the new task of semantic tagging, as well as on Part-of-Speech (POS) tagging. Our system, consisting of a ResNet and an auxiliary loss function predicting our semantic tags, significantly outperforms prior results on English Universal Dependencies POS tagging (95.71% accuracy on UD v1.2 and 95.67% accuracy on UD v1.3). ... : COLING 2016, camera ready version ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.1609.07053 https://arxiv.org/abs/1609.07053
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How and why conventional implicatures project
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In: Semantics and Linguistic Theory; Proceedings of SALT 24; 63-83 ; 2163-5951 (2014)
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Gamification for Word Sense Labeling
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In: Proceedings of the 10th International Conference on Computational Semantics (IWCS 2013) ; https://hal.inria.fr/hal-01342431 ; Proceedings of the 10th International Conference on Computational Semantics (IWCS 2013), Mar 2013, Potsdam, Germany (2013)
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Aligning Formal Meaning Representations with Surface Strings for Wide-coverage Text Generation
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In: ENLG 2013 ; https://hal.archives-ouvertes.fr/hal-01344582 ; ENLG 2013, Aug 2013, Sophia, Bulgaria (2013)
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Elephant: Sequence Labeling for Word and Sentence Segmentation
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In: EMNLP 2013 ; https://hal.archives-ouvertes.fr/hal-01344500 ; EMNLP 2013, Oct 2013, Seattle, United States (2013)
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Elephant: Sequence labeling for word and sentence segmentation
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A platform for collaborative semantic annotation
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In: EACL '12 Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.inria.fr/hal-01389441 ; EACL '12 Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics , Apr 2012, Avignon, France. pp.92 - 96 (2012)
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An Empirical Approach to the Semantic Representation of Laws
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In: The 25th International Conference on Legal Knowledge and Information Systems ; https://hal.inria.fr/hal-01389435 ; The 25th International Conference on Legal Knowledge and Information Systems, Dec 2012, Amsterdam, Netherlands (2012)
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Developing a large semantically annotated corpus
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In: LREC 2012, Eighth International Conference on Language Resources and Evaluation ; https://hal.inria.fr/hal-01389432 ; LREC 2012, Eighth International Conference on Language Resources and Evaluation, May 2012, Istanbul, Turkey (2012)
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