Xing Wu | DeepAI

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Featured Co-authors

Peng Wang
207 publications
Jie Chen
201 publications
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112 publications
Jue Wang
104 publications
Yike Guo
60 publications
Tao Zhang
46 publications
Qing Yang
39 publications
Zhongyuan Wang
38 publications
Hongbo Fu
37 publications
Songlin Hu
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Dianhai Yu
30 publications

∙ 06/07/2023

ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems

Dialogue response selection aims to select an appropriate response from ...

0 Zhenpeng Su, et al. ∙

∙ 04/25/2023

PUNR: Pre-training with User Behavior Modeling for News Recommendation

News recommendation aims to predict click behaviors based on user behavi...

0 Guangyuan Ma, et al. ∙

∙ 04/20/2023

CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval

Passage retrieval aims to retrieve relevant passages from large collecti...

0 Guangyuan Ma, et al. ∙

∙ 04/05/2023

CoT-MAE v2: Contextual Masked Auto-Encoder with Multi-view Modeling for Passage Retrieval

Growing techniques have been emerging to improve the performance of pass...

0 Xing Wu, et al. ∙

∙ 12/19/2022

Query-as-context Pre-training for Dense Passage Retrieval

This paper presents a pre-training technique called query-as-context tha...

0 Xing Wu, et al. ∙

∙ 10/13/2022

RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval

Video language pre-training methods have mainly adopted sparse sampling ...

0 Xing Wu, et al. ∙

∙ 10/08/2022

InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings

Contrastive learning has been extensively studied in sentence embedding ...

0 Xing Wu, et al. ∙

∙ 08/18/2022

Pathway to Future Symbiotic Creativity

This report presents a comprehensive view of our vision on the developme...

0 Yike Guo, et al. ∙

∙ 08/16/2022

ConTextual Mask Auto-Encoder for Dense Passage Retrieval

Dense passage retrieval aims to retrieve the relevant passages of a quer...

0 Xing Wu, et al. ∙

∙ 07/08/2022

Stacked Autoencoder Based Multi-Omics Data Integration for Cancer Survival Prediction

Cancer survival prediction is important for developing personalized trea...

0 Xing Wu, et al. ∙

∙ 02/28/2022

Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks

Before entering the neural network, a token is generally converted to th...

0 Xing Wu, et al. ∙

∙ 12/10/2021

DisCo: Effective Knowledge Distillation For Contrastive Learning of Sentence Embeddings

Contrastive learning has been proven suitable for learning sentence embe...

0 Xing Wu, et al. ∙

∙ 10/30/2021

TransAug: Translate as Augmentation for Sentence Embeddings

While contrastive learning greatly advances the representation of senten...

0 Jue Wang, et al. ∙

∙ 09/09/2021

ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding

Contrastive learning has been attracting much attention for learning uns...

0 Xing Wu, et al. ∙

∙ 09/09/2021

Smoothed Contrastive Learning for Unsupervised Sentence Embedding

Contrastive learning has been gradually applied to learn high-quality un...

0 Xing Wu, et al. ∙

∙ 11/20/2020

Influence of Murder Incident of Ride-hailing Drivers on Ride-hailing User's Consuming Willingness in Nanchang

Due to the frequent murder incidents of ride-hailing drivers in China in...

0 Guangxin He, et al. ∙

∙ 05/08/2020

Distilling Knowledge from Pre-trained Language Models via Text Smoothing

This paper studies compressing pre-trained language models, like BERT (D...

0 Xing Wu, et al. ∙

∙ 02/22/2020

Data Augmentation for Copy-Mechanism in Dialogue State Tracking

While several state-of-the-art approaches to dialogue state tracking (DS...

0 Xiaohui Song, et al. ∙

∙ 09/05/2019

TransSent: Towards Generation of Structured Sentences with Discourse Marker

This paper focuses on the task of generating long structured sentences w...

0 Xing Wu, et al. ∙

∙ 08/21/2019

"Mask and Infill" : Applying Masked Language Model to Sentiment Transfer

This paper focuses on the task of sentiment transfer on non-parallel tex...

0 Xing Wu, et al. ∙

∙ 03/28/2019

Imbalanced Sentiment Classification Enhanced with Discourse Marker

Imbalanced data commonly exists in real world, espacially in sentiment-r...

0 Tao Zhang, et al. ∙

∙ 12/17/2018

Conditional BERT Contextual Augmentation

We propose a novel data augmentation method for labeled sentences called...

0 Xing Wu, et al. ∙

∙ 08/30/2018

LUCSS: Language-based User-customized Colourization of Scene Sketches

We introduce LUCSS, a language-based system for interactive col- orizati...

0 Changqing Zou, et al. ∙