Natural Language Processing and Chinese Computing : 10th CCF International Conference, NLPCC 2021, Qingdao, China, October 13-17, 2021, Proceedings, Part I / edited by Lu Wang, Yansong Feng, Yu Hong, Ruifang He.

Format:

Book

Contributor:

Wang, Lu, Editor.

Feng, Yansong, Editor.

Hong, Yu, Editor.

He, Ruifang, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 13028

Lecture Notes in Artificial Intelligence ; 13028

Language:

English

Subjects (All):

Artificial intelligence.

Natural language processing (Computer science).

Data mining.

Information storage and retrieval systems.

Artificial Intelligence.

Natural Language Processing (NLP).

Data Mining and Knowledge Discovery.

Information Storage and Retrieval.

Local Subjects:

Artificial Intelligence.

Natural Language Processing (NLP).

Data Mining and Knowledge Discovery.

Information Storage and Retrieval.

Physical Description:

1 online resource (XXXVI, 840 pages) : 330 illustrations, 200 illustrations in color.

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

System Details:

text file PDF

Summary:

This two-volume set of LNAI 13028 and LNAI 13029 constitutes the refereed proceedings of the 10th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2021, held in Qingdao, China, in October 2021. The 66 full papers, 23 poster papers, and 27 workshop papers presented were carefully reviewed and selected from 446 submissions. They are organized in the following areas: Fundamentals of NLP; Machine Translation and Multilinguality; Machine Learning for NLP; Information Extraction and Knowledge Graph; Summarization and Generation; Question Answering; Dialogue Systems; Social Media and Sentiment Analysis; NLP Applications and Text Mining; and Multimodality and Explainability.

Contents:

Oral - Fundamentals of NLP

Coreference Resolution: Are the eliminated spans totally worthless?

Chinese Macro Discourse Parsing on Dependency Graph Convolutional Network

Predicting Categorial Sememe for English-Chinese Word Pairs via Representations in Explainable Sememe Space

Multi-Level Cohesion Information Modeling for Better Written and Dialogue Discourse Parsing

ProPC: A Dataset for In-domain and Cross-Domain Proposition Classification Tasks

CTRD: A Chinese Theme-Rheme Discourse Dataset

Machine Translation and Multilinguality

Learning to Select Relevant Knowledge for Neural Machine Translation

Contrastive Learning for Machine Translation Quality Estimation

Sentence-State LSTMs for Sequence-to-Sequence Learning

Guwen-UNILM: Machine Translation Between Ancient and Modern Chinese Based on Pre-Trained Models

Adaptive Transformer for Multilingual Neural Machine Translation

Improving Non-Autoregressive Machine Translation with Soft-Masking

Machine Learning for NLP

AutoNLU: Architecture Search for Sentence and Cross-sentence Attention Modeling with Re-designed Search Space

AutoTrans: Automating Transformer Design via Reinforced Architecture Search

A Word-level Method for Generating Adversarial Examples Using Whole-sentence Information

RAST: A Reward Augmented Model for Fine-Grained Sentiment Transfer

Pre-trained Language models for Tagalog with Multi source data

Accelerating Pretrained Language Model Inference Using Weighted Ensemble Self-Distillation

Information Extraction and Knowledge Graph

Employing Sentence Compression to improve Event Coreference Resolution

BRCEA: Bootstrapping Relation-aware Cross-lingual Entity Alignment

Employing Multi-granularity Features to Extract Entity Relation in Dialogue

Attention Based Reinforcement Learning with Reward Shaping for Knowledge Graph Reasoning

Entity-Aware Relation Representation Learning for Open Relation Extraction

ReMERT: Relational Memory-based Extraction for Relational Triples

Recognition of Nested Entity with Dependency Information

HAIN: Hierarchical Aggregation and Inference Network for Document-Level Relation Extraction

Incorporate Lexicon into Self-training: A Distantly Supervised Chinese Medical NER

Summarization and Generation

Diversified Paraphrase Generation with Commonsense Knowledge Graph

Explore Coarse-grained Structures for Syntactically Controllable Paraphrase Generation

Chinese Poetry Generation with Metrical Constraints

CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level

Question Generation from Code Snippets and Programming Error Messages

Extractive Summarization of Chinese Judgment Documents via Sentence Embedding and Memory Network

Question Answering

ThinkTwice: A Two-Stage Method for Long-Text Machine Reading Comprehension

EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension

Dialogue Systems

Knowledge-Grounded Dialogue with Reward-Driven Knowledge Selection

Multi-Intent Attention and Top-k Network with Interactive Framework for Joint Multiple Intent Detection and Slot Filling

Enhancing Long-Distance Dialogue History Modeling for Better Dialogue Ellipsis and Coreference Resolution

Exploiting Explicit and Inferred Implicit Personas for Multi-turn Dialogue Generation

Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF

Cross-domain Slot Filling with Distinct Slot Entity and Type Prediction

Social Media and Sentiment Analysis

Semantic Enhanced Dual-channel Graph Communication Network for Aspect-based Sentiment Analysis

Highway-Based Local Graph Convolution Network For Aspect Based Sentiment Analysis

Dual Adversarial Network Based on BERT for Cross-domain Sentiment Classification

Syntax and Sentiment Enhanced BERT for Earliest Rumor Detection

Aspect-Sentiment-Multiple-Opinion Triplet Extraction

Locate and Combine: A Two-Stage Framework for Aspect-Category Sentiment Analysis

Emotion Classification with Explicit and Implicit Syntactic Information

MUMOR:A Multimodal Dataset for Humor Detection in Conversations

NLP Applications and Text Mining

Advertisement Extraction from Content Marketing Articles via Segment-aware Sentence Classification

Leveraging Lexical Common-Sense Knowledge for Boosting Bayesian Modeling

Aggregating inter-viewpoint relationships of user's review for accurate recommendation

A Residual Dynamic Graph Convolutional Network for Multi-label Text Classification

Sentence Ordering by Context-enhanced Pairwise Comparison

A Dual-Attention Neural Network for Pun Location and Using Pun-Gloss Pairs for Interpretation

A Simple Baseline for Cross-domain Few-shot Text Classification

Shared Component Cross Punctuation Clauses Recognition in Chinese

BERT-KG:A Short Text Classification Model Based on Knowledge Graph and Deep Semantics

Uncertainty-aware Self-paced Learning for Grammatical Error Correction

Metaphor Recognition and Analysis via Data Augmentation

Exploring Generalization Ability of Pretrained Language Models on Arithmetic and Logical Reasoning

Multimodality and Explainability

Skeleton-Based Sign Language Recognition with Attention-enhanced Graph Convolutional Networks

XGPT: Cross-modal Generative Pre-Training for Image Captioning

An Object-Extensible Training Framework for Image Captioning

Relation-aware Multi-hop Reasoning for Visual Dialog

Multi-Modal Sarcasm Detection Based on Contrastive Attention Mechanism.

Other Format:

Printed edition:

ISBN:

978-3-030-88480-2

9783030884802

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Restricted for use by site license.