244 citations · 480 across the 41 of their papers we have counts for
11 papers · 1 filter
Neural Machine Translation with Adequacy-Oriented Learning
Xiang Kong, Zhaopeng Tu, Shuming Shi +2
Although Neural Machine Translation (NMT) models have advanced state-of-the-art performance in machine translation, they face problems like the inadequate translation. We attribute…
Generating Multiple Diverse Responses for Short-Text Conversation
Jun Gao, Wei Bi, Xiaojiang Liu +2
Neural generative models have become popular and achieved promising performance on short-text conversation tasks. They are generally trained to build a 1-to-1 mapping from the inpu…
Exploiting Deep Representations for Neural Machine Translation
Zi-Yi Dou, Zhaopeng Tu, Xing Wang +2
Advanced neural machine translation (NMT) models generally implement encoder and decoder as multiple layers, which allows systems to model complex functions and capture complicated…
Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory
Deng Cai, Yan Wang, Victoria Bi +4
For dialogue response generation, traditional generative models generate responses solely from input queries. Such models rely on insufficient information for generating a specific…
Language Style Transfer from Sentences with Arbitrary Unknown Styles
Yanpeng Zhao, Wei Bi, Deng Cai +3
Language style transfer is the problem of migrating the content of a source sentence to a target style. In many of its applications, parallel training data are not available and so…
A Manually Annotated Chinese Corpus for Non-task-oriented Dialogue Systems
Jing Li, Yan Song, Haisong Zhang +1
This paper presents a large-scale corpus for non-task-oriented dialogue response selection, which contains over 27K distinct prompts more than 82K responses collected from social m…
Automatic Article Commenting: the Task and Dataset
Lianhui Qin, Lemao Liu, Victoria Bi +5
Comments of online articles provide extended views and improve user engagement. Automatically making comments thus become a valuable functionality for online forums, intelligent ch…
hyperdoc2vec: Distributed Representations of Hypertext Documents
Jialong Han, Yan Song, Wayne Xin Zhao +2
Hypertext documents, such as web pages and academic papers, are of great importance in delivering information in our daily life. Although being effective on plain documents, conven…
Generative Stock Question Answering
Zhaopeng Tu, Yong Jiang, Xiaojiang Liu +2
We study the problem of stock related question answering (StockQA): automatically generating answers to stock related questions, just like professional stock analysts providing act…
QuaSE: Accurate Text Style Transfer under Quantifiable Guidance
Yi Liao, Lidong Bing, Piji Li +3
We propose the task of Quantifiable Sequence Editing (QuaSE): editing an input sequence to generate an output sequence that satisfies a given numerical outcome value measuring a ce…
Translating Pro-Drop Languages with Reconstruction Models
Longyue Wang, Zhaopeng Tu, Shuming Shi +3
Pronouns are frequently omitted in pro-drop languages, such as Chinese, generally leading to significant challenges with respect to the production of complete translations. To date…