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01/03/2023
Brain Tissue Segmentation Across the Human Lifespan via Supervised Contrastive Learning
Automatic segmentation of brain MR images into white matter (WM), gray m...
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11/14/2022
Towards Understanding Omission in Dialogue Summarization
Dialogue summarization aims to condense the lengthy dialogue into a conc...
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05/25/2022
Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling
Sentence scoring aims at measuring the likelihood score of a sentence an...
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04/09/2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective
NER model has achieved promising performance on standard NER benchmarks....
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03/06/2022
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents
Text semantic matching is a fundamental task that has been widely used i...
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11/03/2021
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training
Aspect-based sentiment analysis aims to identify the sentiment polarity ...
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09/09/2021
Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems
Human dialogue contains evolving concepts, and speakers naturally associ...
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09/09/2021
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining
With the rapid increase in the volume of dialogue data from daily life, ...
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03/21/2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
Various robustness evaluation methodologies from different perspectives ...
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12/14/2020
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling
In a customer service system, dialogue summarization can boost service e...
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12/14/2020