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Featured Co-authors

Peng Wang
224 publications
Jie Chen
218 publications
Wei Zhou
116 publications
Jue Wang
107 publications
Yike Guo
67 publications
Tao Zhang
46 publications
Zhongyuan Wang
40 publications
Hongbo Fu
40 publications
Qing Yang
40 publications
Songlin Hu
39 publications
Dianhai Yu
30 publications

∙ 09/06/2023

HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus

ChatGPT has gained significant interest due to its impressive performanc...

0 Zhenpeng Su, et al. ∙

∙ 08/16/2023

Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval

In this paper, we systematically study the potential of pre-training wit...

0 Guangyuan Ma, et al. ∙

∙ 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. ∙

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