Fei Huang

verfied profile

∙ 0 followers
Tsinghua University

Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing

Semantic parsing has long been a fundamental problem in natural language...
01/05/2021 ∙ by Binyuan Hui, et al. ∙ 0 ∙ share

read it
Nested Named Entity Recognition with Partially-Observed TreeCRFs

Named entity recognition (NER) is a well-studied task in natural languag...
12/15/2020 ∙ by Yao Fu, et al. ∙ 0 ∙ share

read it
Bearings degradation monitoring indicators based on discarded projected space information and piecewise linear representation

Condition-based maintenance of rotating mechanics requests efficient bea...
12/07/2020 ∙ by Fei Huang, et al. ∙ 0 ∙ share

read it
An Investigation of Potential Function Designs for Neural CRF

The neural linear-chain CRF model is one of the most widely-used approac...
11/11/2020 ∙ by Zechuan Hu, et al. ∙ 16 ∙ share

read it
VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation

Recent studies about learning multilingual representations have achieved...
10/30/2020 ∙ by Fuli Luo, et al. ∙ 0 ∙ share

read it
Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference

Keyphrase extraction (KE) aims to summarize a set of phrases that accura...
10/24/2020 ∙ by Haoyu Zhang, et al. ∙ 0 ∙ share

read it
Structural Knowledge Distillation

Knowledge distillation is a critical technique to transfer knowledge bet...
10/10/2020 ∙ by Xinyu Wang, et al. ∙ 8 ∙ share

read it
Automated Concatenation of Embeddings for Structured Prediction

Pretrained contextualized embeddings are powerful word representations f...
10/10/2020 ∙ by Xinyu Wang, et al. ∙ 4 ∙ share

read it
Aspect Sentiment Classification with Aspect-Specific Opinion Spans

Aspect based sentiment analysis, predicting sentiment polarity of given ...
10/06/2020 ∙ by Lu Xu, et al. ∙ 0 ∙ share

read it
More Embeddings, Better Sequence Labelers?

Recent work proposes a family of contextual embeddings that significantl...
09/17/2020 ∙ by Xinyu Wang, et al. ∙ 0 ∙ share

read it
Fast and Accurate Sequence Labeling with Approximate Inference Network

The linear-chain Conditional Random Field (CRF) model is one of the most...
09/17/2020 ∙ by Xinyu Wang, et al. ∙ 4 ∙ share

read it
Contrastive Triple Extraction with Generative Transformer

Triple extraction is an essential task in information extraction for nat...
09/14/2020 ∙ by Hongbin Ye, et al. ∙ 0 ∙ share

read it
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling

Multilingual sequence labeling is a task of predicting label sequences u...
04/08/2020 ∙ by Xinyu Wang, et al. ∙ 8 ∙ share

read it
CoTK: An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation

In text generation evaluation, many practical issues, such as inconsiste...
02/03/2020 ∙ by Fei Huang, et al. ∙ 0 ∙ share

read it
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation

Story generation, namely generating a reasonable story from a leading co...
01/15/2020 ∙ by Jian Guan, et al. ∙ 0 ∙ share

read it
Event Ticket Price Prediction with Deep Neural Network on Spatial-Temporal Sparse Data

Event ticket price prediction is important to marketing strategy for any...
12/03/2019 ∙ by Fei Huang, et al. ∙ 0 ∙ share

read it
Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis

Target-based sentiment analysis or aspect-based sentiment analysis (ABSA...
11/05/2019 ∙ by Haiyun Peng, et al. ∙ 0 ∙ share

read it
ARAML: A Stable Adversarial Training Framework for Text Generation

Most of the existing generative adversarial networks (GAN) for text gene...
08/20/2019 ∙ by Pei Ke, et al. ∙ 0 ∙ share

read it
Unsupervised Multi-modal Neural Machine Translation

Unsupervised neural machine translation (UNMT) has recently achieved rem...
11/28/2018 ∙ by Yuanhang Su, et al. ∙ 0 ∙ share

read it

Fei Huang

Featured Co-authors

Wei Wang

Jian Sun

C. -C. Jay Kuo

Tao Wang

Minlie Huang

Wei Lu

Lidong Bing

Yong Jiang

Xiaodan Zhu

Xinyu Wang

Xiaoyan Zhu

Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing

Nested Named Entity Recognition with Partially-Observed TreeCRFs

Bearings degradation monitoring indicators based on discarded projected space information and piecewise linear representation

An Investigation of Potential Function Designs for Neural CRF

VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation

Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference

Structural Knowledge Distillation

Automated Concatenation of Embeddings for Structured Prediction

Aspect Sentiment Classification with Aspect-Specific Opinion Spans

More Embeddings, Better Sequence Labelers?

Fast and Accurate Sequence Labeling with Approximate Inference Network

Contrastive Triple Extraction with Generative Transformer

Structure-Level Knowledge Distillation For Multilingual Sequence Labeling

CoTK: An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation

A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation

Event Ticket Price Prediction with Deep Neural Network on Spatial-Temporal Sparse Data

Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis

ARAML: A Stable Adversarial Training Framework for Text Generation

Unsupervised Multi-modal Neural Machine Translation