Qingcai Chen | DeepAI

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Featured Co-authors

Yang Liu
344 publications
Lei Li
255 publications
Xin Liu
216 publications
Jun Zhang
202 publications
Kai Chen
182 publications
Fei Huang
134 publications
Xiang Chen
132 publications
Yan Liu
130 publications
Huajun Chen
101 publications
Hang Li
95 publications
Jian Xu
75 publications

∙ 09/19/2023

Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval

Open-domain table question answering aims to provide answers to a questi...

0 Nengzheng Jin, et al. ∙

∙ 04/11/2023

FashionSAP: Symbols and Attributes Prompt for Fine-grained Fashion Vision-Language Pre-training

Fashion vision-language pre-training models have shown efficacy for a wi...

0 Yunpeng Han, et al. ∙

∙ 03/09/2023

Replacement as a Self-supervision for Fine-grained Vision-language Pre-training

Fine-grained supervision based on object annotations has been widely use...

0 Lisai Zhang, et al. ∙

∙ 02/23/2023

A Neural Span-Based Continual Named Entity Recognition Model

Named Entity Recognition (NER) models capable of Continual Learning (CL)...

0 Yunan Zhang, et al. ∙

∙ 12/03/2022

iEnhancer-ELM: Improve Enhancer Identification by Extracting Multi-scale Contextual Information based on Enhancer Language Models

Motivation: Enhancers are important cis-regulatory elements that regulat...

9 Jiahao Li, et al. ∙

∙ 11/20/2022

SeDR: Segment Representation Learning for Long Documents Dense Retrieval

Recently, Dense Retrieval (DR) has become a promising solution to docume...

0 Junying Chen, et al. ∙

∙ 11/06/2022

Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates

Calibration strengthens the trustworthiness of black-box models by produ...

0 Dongfang Li, et al. ∙

∙ 11/06/2022

Prompt-based Text Entailment for Low-Resource Named Entity Recognition

Pre-trained Language Models (PLMs) have been applied in NLP tasks and ac...

0 Dongfang Li, et al. ∙

∙ 07/12/2022

A Survey on Table Question Answering: Recent Advances

Table Question Answering (Table QA) refers to providing precise answers ...

0 Nengzheng Jin, et al. ∙

∙ 12/20/2021

Diaformer: Automatic Diagnosis via Symptoms Sequence Generation

Automatic diagnosis has attracted increasing attention but remains chall...

0 Junying Chen, et al. ∙

∙ 12/20/2021

Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction

Recent works have shown explainability and robustness are two crucial in...

0 Dongfang Li, et al. ∙

∙ 10/20/2021

VLDeformer: Vision-Language Decomposed Transformer for Fast Cross-Modal Retrieval

Cross-model retrieval has emerged as one of the most important upgrades ...

0 Lisai Zhang, et al. ∙

∙ 06/15/2021

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark

Artificial Intelligence (AI), along with the recent progress in biomedic...

0 Ningyu Zhang, et al. ∙

∙ 06/08/2021

Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning

Graph convolutional network (GCN) has become popular in various natural ...

0 Shuoran Jiang, et al. ∙

∙ 03/27/2021

You Can Do Better! If You Elaborate the Reason When Making Prediction

Neural predictive models have achieved groundbreaking performance improv...

0 Dongfang Li, et al. ∙

∙ 12/22/2020

A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews

We address the task of automatically scoring the competency of candidate...

0 Kai Chen, et al. ∙

∙ 04/16/2020

Neural Data-to-Text Generation with Dynamic Content Planning

Neural data-to-text generation models have achieved significant advancem...

0 Kai Chen, et al. ∙

∙ 04/07/2020

Neural Image Inpainting Guided with Descriptive Text

Neural image inpainting has achieved promising performance in generating...

0 Lisai Zhang, et al. ∙

∙ 12/01/2019

Integrate Image Representation to Text Model on Sentence Level: a Semi-supervised Framework

Integrating visual features has been proved useful in language represent...

0 Lisai Zhang, et al. ∙

∙ 05/18/2019

BERTSel: Answer Selection with Pre-trained Models

Recently, pre-trained models have been the dominant paradigm in natural ...

0 Dongfang Li, et al. ∙

∙ 04/19/2017

CNN based music emotion classification

Music emotion recognition (MER) is usually regarded as a multi-label tag...

0 Xin Liu, et al. ∙

∙ 10/13/2016

Stroke Sequence-Dependent Deep Convolutional Neural Network for Online Handwritten Chinese Character Recognition

In this paper, we propose a novel model, named Stroke Sequence-dependent...

0 Baotian Hu, et al. ∙

∙ 06/22/2015

Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering

In this paper, the answer selection problem in community question answer...

0 Xiaoqiang Zhou, et al. ∙

∙ 06/19/2015

LCSTS: A Large Scale Chinese Short Text Summarization Dataset

Automatic text summarization is widely regarded as the highly difficult ...

0 Baotian Hu, et al. ∙

∙ 03/11/2015

Convolutional Neural Network Architectures for Matching Natural Language Sentences

Semantic matching is of central importance to many natural language task...

0 Baotian Hu, et al. ∙

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