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1
Dependency Patterns of Complex Sentences and Semantic Disambiguation for Abstract Meaning Representation Parsing ...
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2
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ...
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3
Modeling Sense Structure in Word Usage Graphs with the Weighted Stochastic Block Model ...
Abstract: We suggest to model human-annotated Word Usage Graphs capturing fine-grained semantic proximity distinctions between word uses with a Bayesian formulation of the Weighted Stochastic Block Model, a generative model for random graphs popular in biology, physics and social sciences. By providing a probabilistic model of graded word meaning we aim to approach the slippery and yet widely used notion of word sense in a novel way. The proposed framework enables us to rigorously compare models of word senses with respect to their fit to the data. We perform extensive experiments and select the empirically most adequate model. ...
Keyword: Cognitive Linguistics; Computational Linguistics; Data Management System; FOS Languages and literature; FOS Mathematics; Information Management; Linguistics; Natural Language Processing; Semantics; Statistics
URL: https://dx.doi.org/10.48448/pbp3-qw91
https://underline.io/lecture/29772-modeling-sense-structure-in-word-usage-graphs-with-the-weighted-stochastic-block-model
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4
InFillmore: Frame-Guided Language Generation with Bidirectional Context ...
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5
Overcoming Poor Word Embeddings with Word Definitions ...
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6
Learning Embeddings for Rare Words Leveraging Internet Search Engine and Spatial Location Relationships ...
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7
Evaluating Universal Dependency Parser Recovery of Predicate Argument Structure via CompChain Analysis ...
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8
ParsFEVER : a Dataset for Farsi Fact Extraction and Verification ...
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9
Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge ...
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10
Script Parsing with Hierarchical Sequence Modelling ...
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11
Teach the Rules, Provide the Facts: Targeted Relational-knowledge Enhancement for Textual Inference ...
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12
Multilingual Neural Semantic Parsing for Low-Resourced Languages ...
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13
Inducing Language-Agnostic Multilingual Representations ...
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14
Denoising Word Embeddings by Averaging in a Shared Space ...
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15
Semantic shift in social networks ...
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16
Evaluating a Joint Training Approach for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora on Lower-resource Languages ...
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17
NUS-IDS at CASE 2021 Task 1: Improving Multilingual Event Sentence Coreference Identification with Linguistic Information ...
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18
Can Transformer Langauge Models Predict Psychometric Properties? ...
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