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05/23/2023
WYWEB: A NLP Evaluation Benchmark For Classical Chinese
To fully evaluate the overall performance of different NLP models in a g...
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05/14/2023
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering
Existing knowledge-enhanced methods have achieved remarkable results in ...
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05/13/2023
AMTSS: An Adaptive Multi-Teacher Single-Student Knowledge Distillation Framework For Multilingual Language Inference
Knowledge distillation is of key importance to launching multilingual pr...
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04/11/2023
Task Difficulty Aware Parameter Allocation Regularization for Lifelong Learning
Parameter regularization or allocation methods are effective in overcomi...
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09/18/2022
ERNIE-mmLayout: Multi-grained MultiModal Transformer for Document Understanding
Recent efforts of multimodal Transformers have improved Visually Rich Do...
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08/01/2022
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning
Although pre-trained language models (PLMs) have achieved state-of-the-a...
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07/06/2022
Rethinking the Value of Gazetteer in Chinese Named Entity Recognition
Gazetteer is widely used in Chinese named entity recognition (NER) to en...
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03/01/2022
Semantic Sentence Composition Reasoning for Multi-Hop Question Answering
Due to the lack of insufficient data, existing multi-hop open domain que...
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09/22/2021
K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering
Knowledge enhanced pre-trained language models (K-PLMs) are shown to be ...
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11/05/2020