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1
NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better ...
Wu, Chuhan; Wu, Fangzhao; Qi, Tao. - : arXiv, 2022
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2
Provably Secure Generative Linguistic Steganography ...
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3
Empowering News Recommendation with Pre-trained Language Models ...
Wu, Chuhan; Wu, Fangzhao; Qi, Tao. - : arXiv, 2021
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4
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers ...
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5
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-short.107 Abstract: Transformer is important for text modeling. However, it has difficulty in handling long documents due to the quadratic complexity with input text length. In order to handle this problem, we propose a hierarchical interactive Transformer (Hi-Transformer) for efficient and effective long document modeling. Hi-Transformer models documents in a hierarchical way, i.e., first learns sentence representations and then learns document representations. It can effectively reduce the complexity and meanwhile capture global document context in the modeling of each sentence. More specifically, we first use a sentence Transformer to learn the representations of each sentence. Then we use a document Transformer to model the global document context from these sentence representations. Next, we use another sentence Transformer to enhance sentence modeling using the global document context. Finally, we use hierarchical pooling method to obtain document ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://dx.doi.org/10.48448/wqt9-bc64
https://underline.io/lecture/25858-hi-transformer-hierarchical-interactive-transformer-for-efficient-and-effective-long-document-modeling
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6
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers ...
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7
Provably Secure Generative Linguistic Steganography ...
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8
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation ...
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9
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity ...
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10
Neural news recommendation with negative feedback [<Journal>]
Wu, Chuhan [Verfasser]; Wu, Fangzhao [Verfasser]; Huang, Yongfeng [Verfasser].
DNB Subject Category Language
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11
Helpfulness-aware review based neural recommendation [<Journal>]
Ge, Suyu [Verfasser]; Qi, Tao [Verfasser]; Wu, Chuhan [Verfasser].
DNB Subject Category Language
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12
Neural Chinese Word Segmentation with Lexicon and Unlabeled Data via Posterior Regularization ...
Liu, Junxin; Wu, Fangzhao; Wu, Chuhan. - : arXiv, 2019
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13
A Fuzzy Computing Model for Identifying Polarity of Chinese Sentiment Words
Wang, Bingkun; Huang, Yongfeng; Wu, Xian. - : Hindawi Publishing Corporation, 2015
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