Chinese Computational Linguistics : 18th China National Conference, CCL 2019, Kunming, China, October 18-20, 2019, Proceedings / edited by Maosong Sun, Xuanjing Huang, Heng Ji, Zhiyuan Liu, Yang Liu.

Format:

Book

Contributor:

Sun, Maosong, Editor.

Huang, Xuanjing, Editor.

Ji, Heng., Editor.

Liu, Zhiyuan, Editor.

Liu, Yang, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 11856

Lecture Notes in Artificial Intelligence, 2945-9141 ; 11856

Language:

English

Subjects (All):

Natural language processing (Computer science).

Machine learning.

Robotics.

Data mining.

Natural Language Processing (NLP).

Machine Learning.

Data Mining and Knowledge Discovery.

Local Subjects:

Natural Language Processing (NLP).

Machine Learning.

Robotics.

Data Mining and Knowledge Discovery.

Physical Description:

1 online resource (XVI, 717 pages) : 427 illustrations, 152 illustrations in color.

Edition:

1st ed. 2019.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2019.

System Details:

text file PDF

Summary:

This book constitutes the proceedings of the 18th China National Conference on Computational Linguistics, CCL 2019, held in Kunming, China, in October 2019. The 56 full papers presented in this volume were carefully reviewed and selected from 134 submissions. They were organized in topical sections named: linguistics and cognitive science, fundamental theory and methods of computational linguistics, information retrieval and question answering, text classification and summarization, knowledge graph and information extraction, machine translation and multilingual information processing, minority language processing, language resource and evaluation, social computing and sentiment analysis, NLP applications.

Contents:

Colligational Patterns in China English: the Case of the Verbs of Communication

Testing the Reasoning Power for NLI Models with Annotated Multi-perspective Entailment Dataset

Enhancing Chinese Word Embeddings from Relevant Derivative Meanings of Main-Components in Characters

Association Relationship Analyses of Stylistic Syntactic Structures

BB-KBQA: BERT-Based Knowledge Base Question Answering

ERCNN: Enhanced Recurrent Convolutional Neural Networks for Learning Sentence Similarity

Improving a Syntactic Graph Convolution Network for Sentence Compression

Comparative Investigation of Deep Learning Components for End-to-end Implicit Discourse Relationship Parser

Syntax-Aware Attention for Natural Language Inference with Phrase-Level Matching

Sharing Pre-trained BERT Decoder for a Hybrid Summarization

Title-Aware Neural News Topic Prediction

How to Fine-Tune BERT for Text Classification?

A Comprehensive Verification of Transformer in Text Classification

Improving Relation Extraction with Relation-Based Gated Convolutional Selector

Attention-based Gated Convolutional Neural Networks for Distant Supervised Relation Extraction

Relation and Fact Type Supervised Knowledge Graph Embedding via Weighted Scores

Leveraging Multi-Head Attention Mechanism to Improve Event Detection

Short-Text Conceptualization Based on A Co-Ranking Framework via Lexical Knowledge Base

Denoising Distant Supervision for Relation Extraction with Entropy Weight Method

Cross-view Adaptation Network for Cross-domain Relation Extraction

Mongolian-Chinese Unsupervised Neural Machine Translation with Lexical Feature

Learning Multilingual Sentence Embeddings from Monolingual Corpus

Chinese Historical Term Translation Pairs Extraction Using Modern Chinese As a Pivot Language

Construction of an English-Uyghur WordNet Dataset

Endangered Tujia Language Speech Enhancement Research Based on Improved DCGAN

Research for Tibetan-Chinese Name Transliteration Based on Multi-granularity

An End-to-end Method for Data Filtering on Tibetan-Chinese Parallel Corpus via Negative Sampling

An Attention-Based Approach for Mongolian News Named Entity Recognition

On the Semi-unsupervised Construction of Auto-Keyphrases Corpus from Large-scale Chinese Automobile E-Commerce Reviews

Multi-label Aspect Classification on Question-Answering Text with Contextualized Attention-based Neural Network

A Document Driven Dialogue Generation Model

Capsule Networks for Chinese Opinion Questions Machine Reading Comprehension

Table-to-Text Generation via Row-Aware Hierarchical Encoder

Dropped Pronoun Recovery in Chinese Conversations with Knowledge-enriched Neural Network

Automatic Judgment Prediction via Legal Reading Comprehension

Legal Cause Prediction with Inner Descriptions and Outer Hierarchies

Natural Language Inference based on the LIC Architecture with DCAE Feature

Neural CTR Prediction for Native Ad

Depression Detection on Social Media with Reinforcement Learning

How Important is POS to Dependency Parsing? Joint POS Tagging and Dependency Parsing Neural Networks

Graph Neural Net-based User Simulator

Pinyin as A Feature of Neural Machine Translation for Chinese Speech Recognition Error Correction

Neural Gender Prediction from News Browsing Data

A Top-down Model for Character-level Chinese Dependency Parsing

A Corpus-free State2Seq User Simulator for Task-oriented Dialogue

Utterance Alignment in Custom Service by Integer Programming.

Other Format:

Printed edition:

ISBN:

978-3-030-32381-3

9783030323813

Access Restriction:

Restricted for use by site license.