Chinese Computational Linguistics 18th China National Conference CCL 2019 Kunming China October 18 20 2019 Proceedings Maosong Sun 3030323811 9783030323813

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Product details:

• ISBN 10: 3030323811
• ISBN 13: 9783030323813
• Author: Maosong Sun

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.

Table of 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

Fundamental Theory and Methods of Computational Linguistics

Adversarial Domain Adaptation for Chinese Semantic Dependency Graph Parsing

Information Retrieval and Question Answering

Encoder-Decoder Network with Cross-Match Mechanism for Answer Selection

BB-KBQA: BERT-Based Knowledge Base Question Answering

Reconstructed Option Rereading Network for Opinion Questions Reading Comprehension

Explore Entity Embedding Effectiveness in Entity Retrieval

Text Classification and Summarization

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

Knowledge Graph and Information Extraction

Next News Recommendation via Knowledge-Aware Sequential Model

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

Machine Translation and Multilingual Information Processing

Character-Aware Low-Resource Neural Machine Translation with Weight Sharing and Pre-training

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

Minority Language Processing

Point the Point: Uyghur Morphological Segmentation Using PointerNetwork with GRU

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

Language Resources and Evaluation

CJRC: A Reliable Human-Annotated Benchmark DataSet for Chinese Judicial Reading Comprehension

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

Social Computing and Sentiment Analysis

Contextualized Word Representations with Effective Attention for Aspect-Based Sentiment Analysis

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

NLP Applications

Modeling the Long-Term Post History for Personalized Hashtag Recommendation

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

Correction to: Point the Point: Uyghur Morphological Segmentation Using PointerNetwork with GRU

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