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06/17/2022
A Numerical Reasoning Question Answering System with Fine-grained Retriever and the Ensemble of Multiple Generators for FinQA
The numerical reasoning in the financial domain – performing quantitativ...
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11/09/2020
Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension
Machine reading comprehension (MRC) is the task that asks a machine to a...
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01/07/2020
Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction
Target-oriented opinion words extraction (TOWE) is a new subtask of ABSA...
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11/21/2019
Generating Diverse Translation by Manipulating Multi-Head Attention
Transformer model has been widely used on machine translation tasks and ...
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11/09/2019
Multi-Perspective Inferrer: Reasoning Sentences Relationship from Holistic Perspective
Natural Language Inference (NLI) aims to determine the logic relationshi...
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10/27/2019
Pre-train and Learn: Preserve Global Information for Graph Neural Networks
Graph neural networks (GNNs) have shown great power in learning on attri...
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04/21/2019
Dynamic Past and Future for Neural Machine Translation
Previous studies have shown that neural machine translation (NMT) models...
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10/24/2018
Learning to Discriminate Noises for Incorporating External Information in Neural Machine Translation
Previous studies show that incorporating external information could impr...
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03/26/2018
Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback
Recommender systems (RSs) provide an effective way of alleviating the in...
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01/24/2018
Improving Review Representations with User Attention and Product Attention for Sentiment Classification
Neural network methods have achieved great success in reviews sentiment ...
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09/19/2017
Dynamic Oracle for Neural Machine Translation in Decoding Phase
The past several years have witnessed the rapid progress of end-to-end N...
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05/03/2017
Going Wider: Recurrent Neural Network With Parallel Cells
Recurrent Neural Network (RNN) has been widely applied for sequence mode...
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01/11/2016
A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews
Recommender systems (RSs) provide an effective way of alleviating the in...
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06/28/2015