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20012021
most citedRecent Trends in Deep Learning Based Natural Language Processing

1.2k citations

Showing 2018Show all

5 papers · 1 filter

cs.CL2018★ 13 cited

On the End-to-End Solution to Mandarin-English Code-switching Speech Recognition

Zhiping Zeng, Yerbolat Khassanov, Van Tung Pham +3

Code-switching (CS) refers to a linguistic phenomenon where a speaker uses different languages in an utterance or between alternating utterances. In this work, we study end-to-end…

cs.RO2018★ 10 cited

Accurate 3D Localization for MAV Swarms by UWB and IMU Fusion

Jiaxin Li, Yingcai Bi, Kun Li +3

Driven by applications like Micro Aerial Vehicles (MAVs), driver-less cars, etc, localization solution has become an active research topic in the past decade. In recent years, Ultr…

cs.CL2018★ 2 cited

Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition

Pengcheng Guo, Haihua Xu, Lei Xie +1

In this paper, we present our overall efforts to improve the performance of a code-switching speech recognition system using semi-supervised training methods from lexicon learning…

cs.CR2018

On the near prime-order MNT curves

Duc-Phong Le, Nadia El Mrabet, Safia Haloui +1

In their seminar paper, Miyaji, Nakabayashi and Takano introduced the first method to construct families of prime-order elliptic curves with small embedding degrees, namely k = 3,…

cs.CL2018★ 37 cited

A Deep Learning Approach for Multimodal Deception Detection

Gangeshwar Krishnamurthy, Navonil Majumder, Soujanya Poria +1

Automatic deception detection is an important task that has gained momentum in computational linguistics due to its potential applications. In this paper, we propose a simple yet t…