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Bootstrapping Multilingual AMR with Contextual Word Alignments ...
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VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension ...
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Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing ...
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Multilingual Transfer Learning for QA Using Translation as Data Augmentation ...
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GPT-too: A language-model-first approach for AMR-to-text generation ...
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A Multilingual Reading Comprehension System for more than 100 Languages ...
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Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping ...
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Towards Lingua Franca Named Entity Recognition with BERT ...
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Neural Cross-Lingual Coreference Resolution and its Application to Entity Linking ...
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Abstract:
We propose an entity-centric neural cross-lingual coreference model that builds on multi-lingual embeddings and language-independent features. We perform both intrinsic and extrinsic evaluations of our model. In the intrinsic evaluation, we show that our model, when trained on English and tested on Chinese and Spanish, achieves competitive results to the models trained directly on Chinese and Spanish respectively. In the extrinsic evaluation, we show that our English model helps achieve superior entity linking accuracy on Chinese and Spanish test sets than the top 2015 TAC system without using any annotated data from Chinese or Spanish. ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/1806.10201 https://dx.doi.org/10.48550/arxiv.1806.10201
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One for All: Towards Language Independent Named Entity Linking ...
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Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection ...
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Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping ...
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A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization ...
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HowtogetaChineseName(Entity): Segmentation and Combination Issues
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In: DTIC (2003)
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Named Entity Recognition as a House of Cards: Classifier Stacking
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In: DTIC (2002)
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Dynamic Nonlocal Language Modeling via Hierarchical Topic-Based Adaptation ...
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