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Evaluation of Unsupervised Automatic Readability Assessors Using Rank Correlations ...
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Analysis of Language Change in Collaborative Instruction Following ...
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Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora ...
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Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching ...
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Abstract:
Anthology paper link: https://aclanthology.org/2021.emnlp-main.727/ Abstract: Many efforts have been made in solving the Aspect-based sentiment analysis (ABSA) task. While most existing studies focus on English texts, handling ABSA in resource-poor languages remains a challenging problem. In this paper, we consider the unsupervised cross-lingual transfer for the ABSA task, where only labeled data in the source language is available and we aim at transferring its knowledge to the target language having no labeled data. To this end, we propose an alignment-free label projection method to obtain high-quality pseudo-labeled data of the target language with the help of the translation system, which could preserve more accurate task-specific knowledge in the target language. For better utilizing the source and translated data, as well as enhancing the cross-lingual alignment, we design an aspect code-switching mechanism to augment the training data with code-switched bilingual sentences. To further investigate the ...
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URL: https://underline.io/lecture/37677-cross-lingual-aspect-based-sentiment-analysis-with-aspect-term-code-switching https://dx.doi.org/10.48448/35td-w807
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Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph ...
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NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset ...
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An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages ...
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SD-QA: Spoken Dialectal Question Answering for the Real World ...
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Plan-then-Generate: Controlled Data-to-Text Generation via Planning ...
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Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems ...
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Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication ...
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Live Session - 4E: Phonology, Morphology and Word Segmentation ...
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Rule-based Morphological Inflection Improves Neural Terminology Translation ...
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Translating Headers of Tabular Data: A Pilot Study of Schema Translation ...
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