output
20152025
most citedSimple and Deep Graph Convolutional Networks

402 citations

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67 papers · 1 filter

cs.CL20213 cited

Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval

Linlong Xu, Baosong Yang, Xiaoyu Lv +3

Interactive and non-interactive model are the two de-facto standard frameworks in vector-based cross-lingual information retrieval (V-CLIR), which embed queries and documents in sy…

cs.CL2021

GGP: A Graph-based Grouping Planner for Explicit Control of Long Text Generation

Xuming Lin, Shaobo Cui, Zhongzhou Zhao +3

Existing data-driven methods can well handle short text generation. However, when applied to the long-text generation scenarios such as story generation or advertising text generat…

cs.CL20212 cited

Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification

ChengCheng Han, Zeqiu Fan, Dongxiang Zhang +3

Meta-learning has emerged as a trending technique to tackle few-shot text classification and achieved state-of-the-art performance. However, existing solutions heavily rely on the…

cs.CL20212 cited

Transferable Dialogue Systems and User Simulators

Bo-Hsiang Tseng, Yinpei Dai, Florian Kreyssig +1

One of the difficulties in training dialogue systems is the lack of training data. We explore the possibility of creating dialogue data through the interaction between a dialogue s…

cs.CL20211 cited

Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings

Xinyu Wang, Zixia Jia, Yong Jiang +1

This paper describes the system used in submission from SHANGHAITECH team to the IWPT 2021 Shared Task. Our system is a graph-based parser with the technique of Automated Concatena…

cs.CL2021

EMOVIE: A Mandarin Emotion Speech Dataset with a Simple Emotional Text-to-Speech Model

Chenye Cui, Yi Ren, Jinglin Liu +4

Recently, there has been an increasing interest in neural speech synthesis. While the deep neural network achieves the state-of-the-art result in text-to-speech (TTS) tasks, how to…