Lifeng Shang | DeepAI

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Featured Co-authors

Yang Liu
344 publications
Chang Liu
231 publications
Minlie Huang
138 publications
Qing Li
108 publications
Michael R. Lyu
106 publications
Irwin King
101 publications
Lin Ma
98 publications
Hang Li
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Hao Sun
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Yangqiu Song
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Zhaopeng Tu
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∙ 12/04/2022

Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation

Large pretrained language models can easily produce toxic or biased cont...

0 Zhexin Zhang, et al. ∙

∙ 09/30/2021

Towards Efficient Post-training Quantization of Pre-trained Language Models

Network quantization has gained increasing attention with the rapid grow...

0 Haoli Bai, et al. ∙

∙ 03/05/2021

Non-invasive Self-attention for Side Information Fusion in Sequential Recommendation

Sequential recommender systems aim to model users' evolving interests fr...

0 Chang Liu, et al. ∙

∙ 06/21/2020

Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations

Computational and cognitive studies suggest that the abstraction of even...

0 Changlong Yu, et al. ∙

∙ 08/21/2019

Dialog State Tracking with Reinforced Data Augmentation

Neural dialog state trackers are generally limited due to the lack of qu...

5 Yichun Yin, et al. ∙

∙ 06/24/2019

Decomposable Neural Paraphrase Generation

Paraphrasing exists at different granularity levels, such as lexical lev...

0 Zichao Li, et al. ∙

∙ 12/26/2018

Meta Learning for Few-shot Keyword Spotting

Keyword spotting with limited training data is a challenging task which ...

0 Yangbin Chen, et al. ∙

∙ 11/01/2017

Paraphrase Generation with Deep Reinforcement Learning

Automatic generation of paraphrases for a given sentence is an important...

0 Zichao Li, et al. ∙

∙ 11/07/2016

Neural Machine Translation with Reconstruction

Although end-to-end Neural Machine Translation (NMT) has achieved remark...

0 Zhaopeng Tu, et al. ∙

∙ 12/04/2015

Neural Generative Question Answering

This paper presents an end-to-end neural network model, named Neural Gen...

0 Jun Yin, et al. ∙

∙ 04/23/2015

Multimodal Convolutional Neural Networks for Matching Image and Sentence

In this paper, we propose multimodal convolutional neural networks (m-CN...

0 Lin Ma, et al. ∙

∙ 03/09/2015

Neural Responding Machine for Short-Text Conversation

We propose Neural Responding Machine (NRM), a neural network-based respo...

0 Lifeng Shang, et al. ∙

∙ 11/25/2013

On Approximate Inference for Generalized Gaussian Process Models

A generalized Gaussian process model (GGPM) is a unifying framework that...

0 Lifeng Shang, et al. ∙

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