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Quality Assurance of Generative Dialog Models in an Evolving Conversational Agent Used for Swedish Language Practice ...
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Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang ...
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Similarity between person roles in a card sorting experiment ...
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SPT-Code: Sequence-to-Sequence Pre-Training for Learning Source Code Representations ...
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Cross-Lingual Phrase Retrieval ...
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Abstract:
Cross-lingual retrieval aims to retrieve relevant text across languages. Current methods typically achieve cross-lingual retrieval by learning language-agnostic text representations in word or sentence level. However, how to learn phrase representations for cross-lingual phrase retrieval is still an open problem. In this paper, we propose XPR, a cross-lingual phrase retriever that extracts phrase representations from unlabeled example sentences. Moreover, we create a large-scale cross-lingual phrase retrieval dataset, which contains 65K bilingual phrase pairs and 4.2M example sentences in 8 English-centric language pairs. Experimental results show that XPR outperforms state-of-the-art baselines which utilize word-level or sentence-level representations. XPR also shows impressive zero-shot transferability that enables the model to perform retrieval in an unseen language pair during training. Our dataset, code, and trained models are publicly available at www.github.com/cwszz/XPR/. ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2204.08887 https://dx.doi.org/10.48550/arxiv.2204.08887
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Ensemble of Opinion Dynamics Models to Understand the Role of the Undecided in the Vaccination Debate ...
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Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation ...
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Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean ...
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A comparative study of several parameterizations for speaker recognition ...
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A Neural Pairwise Ranking Model for Readability Assessment ...
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A bilingual approach to specialised adjectives through word embeddings in the karstology domain ...
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Speaker verification in mismatch training and testing conditions ...
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Universal Conditional Masked Language Pre-training for Neural Machine Translation ...
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SMDT: Selective Memory-Augmented Neural Document Translation ...
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Learning How to Translate North Korean through South Korean ...
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When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? ...
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Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ...
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