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Automatic Dialect Density Estimation for African American English ...
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Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection ...
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Mono vs Multilingual BERT: A Case Study in Hindi and Marathi Named Entity Recognition ...
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Sense disambiguation of compound constituents ...
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Abstract:
In distributional semantic accounts of the meaning of noun-noun compounds (e.g. starfish, bank account, houseboat) the important role of constituent polysemy remains largely unaddressed(cf. the meaning of star in starfish vs. star cluster vs. star athlete). Instead of semantic vectors that average over the different meanings of a constituent, disambiguated vectors of the constituents would be needed in order to see what these more specific constituent meanings contribute to the meaning of the compound as a whole. This paper presents a novel approach to this specific problem of word sense disambiguation: set expansion. We build on the approach developed by Mahabal et al. (2018) which was originally designed to solve the analogy problem. We modified their method in such a way that it can address the problem of sense disambiguation of compound constituents. The results of experiments with a data set of almost 9000 compounds (LADEC, Gagné et al. 2019) suggest that this approach is successful, yet the success is ... : 13 pages ...
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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.2204.00429 https://arxiv.org/abs/2204.00429
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End-to-end contextual asr based on posterior distribution adaptation for hybrid ctc/attention system ...
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Large-scale Bilingual Language-Image Contrastive Learning ...
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Towards Contextual Spelling Correction for Customization of End-to-end Speech Recognition Systems ...
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Semantic properties of English nominal pluralization: Insights from word embeddings ...
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Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns ...
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NorDiaChange: Diachronic Semantic Change Dataset for Norwegian ...
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Toxicity Detection for Indic Multilingual Social Media Content ...
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Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks ...
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SciNLI: A Corpus for Natural Language Inference on Scientific Text ...
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SHAS: Approaching optimal Segmentation for End-to-End Speech Translation ...
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A New Framework for Fast Automated Phonological Reconstruction Using Trimmed Alignments and Sound Correspondence Patterns ...
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Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese ...
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Learning to pronounce as measuring cross-lingual joint orthography-phonology complexity ...
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The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking ...
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