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Hits 581 – 600 of 20.397

581
Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries for Neural Machine Translation ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.307 Abstract: This paper proposes a sophisticated neural architecture to incorporate bilingual dictionaries into Neural Machine Translation (NMT) models. By introducing three novel components: Pointer, Disambiguator, and Copier, our method PDC achieves the following merits inherently compared with previous efforts: (1) Pointer leverages the semantic information from bilingual dictionaries, for the first time, to better locate source words whose translation in dictionaries can potentially be used; (2) Disambiguator synthesizes contextual information from the source view and the target view, both of which contribute to distinguishing the proper translation of a specific source word from multiple candidates in dictionaries; (3) Copier systematically connects Pointer and Disambiguator based on a hierarchical copy mechanism seamlessly integrated with Transformer, thereby building an end-to-end architecture that could avoid error propagation problems in ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://dx.doi.org/10.48448/taap-d846
https://underline.io/lecture/25663-point,-disambiguate-and-copy-incorporating-bilingual-dictionaries-for-neural-machine-translation
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582
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction ...
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583
Graphine: A Dataset for Graph-aware Terminology Definition Generation ...
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584
TGIF: Tree-Graph Integrated-Format Parser for Enhanced UD with Two-Stage Generic- to Individual-Language Finetuning ...
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585
Stage-wise Fine-tuning for Graph-to-Text Generation ...
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586
CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization ...
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587
Figurative Language in Recognizing Textual Entailment ...
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588
Few Shot Dialogue State Tracking using Meta-learning ...
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589
First Workshop on Interactive Learning for Natural Language Processing (InterNLP 2021) - Part 2 ...
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590
Towards Table-to-Text Generation with Numerical Reasoning ...
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591
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection ...
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592
Is “moby dick” a Whale or a Bird? Named Entities and Terminology in Speech Translation ...
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593
Consistency Regularization for Cross-Lingual Fine-Tuning ...
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594
Meta-Learning for Improving Rare Word Recognition in end-to-end ASR ...
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595
Connecting Attributions and QA Model Behavior on Realistic Counterfactuals ...
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596
Provable Limitations of Acquiring Meaning from Ungrounded Form: What will Future Language Models Understand? ...
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597
4A: Computational Social Science and Cultural Analytics #3 ...
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598
Generation and Extraction Combined Dialogue State Tracking with Hierarchical Ontology Integration ...
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599
Error-Sensitive Evaluation for Ordinal Target Variables ...
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600
Learning to Explain: Generating Stable Explanations Fast ...
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