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ITNLP2022 at SemEval-2022 Task 8: Pre-trained Model with Data Augmentation and Voting for Multilingual News Similarity
This article introduces a system to solve the SemEval 2022 Task 8: Multilingual News Article Similarity.
CN-HIT-IT.NLP at SemEval-2020 Task 4: Enhanced Language Representation with Multiple Knowledge Triples
For this task, it is obvious that external knowledge, such as Knowledge graph, can help the model understand commonsense in natural language statements.
Inducing Alignment Structure with Gated Graph Attention Networks for Sentence Matching
We then employ a novel gated graph attention network to encode the constructed graph for sentence matching.
Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks
They also often ignore the effect of topical information on capturing important contents.
Neural-based Chinese Idiom Recommendation for Enhancing Elegance in Essay Writing
Although the proper use of idioms can enhance the elegance of writing, the active use of various expressions is a challenge because remembering idioms is difficult.
Predicting Users' Negative Feedbacks in Multi-Turn Human-Computer Dialogues
Besides, strategies of obtaining distance supervision data for pre-training are also discussed in this work.
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