Natural Language Processing and Chinese Computing : 12th National CCF Conference, NLPCC 2023, Foshan, China, October 12–15, 2023, Proceedings, Part II / edited by Fei Liu, Nan Duan, Qingting Xu, Yu Hong.

Format:

Book

Author/Creator:

Liu, Fei.

Contributor:

Duan, Nan.

Xu, Qingting.

Hong, Yu.

Series:

Lecture Notes in Artificial Intelligence, 2945-9141 ; 14303

Language:

English

Subjects (All):

Artificial intelligence.

Artificial Intelligence.

Local Subjects:

Artificial Intelligence.

Physical Description:

1 online resource (885 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2023.

Summary:

This three-volume set constitutes the refereed proceedings of the 12th National CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2023, held in Foshan, China, during October 12–15, 2023. The ____ regular papers included in these proceedings were carefully reviewed and selected from 478 submissions. They were organized in topical sections as follows: dialogue systems; fundamentals of NLP; information extraction and knowledge graph; machine learning for NLP; machine translation and multilinguality; multimodality and explainability; NLP applications and text mining; question answering; large language models; summarization and generation; student workshop; and evaluation workshop.

Contents:

A Benchmark for Understanding Dialogue Safety in Mental Healt Support

Fundamentals of NLP

Span-based Pair-wise Aspect and Opinion Term Joint Extraction with Contrastive Learning

Annotation Quality Measurement in Multi-Label Annotations

Prompt-free Few-shot Learning with ELECTRA for Acceptability Judgment

Dual Hierarchical Contrastive Learning for Multi-level Implicit Discourse Relation Recognition

Towards Malay Abbreviation Disambiguation: Corpus and Unsupervised Model

Information Extraction and Knowledge Graph

Topic Tracking from Classification Perspective: New Chinese Dataset and Novel Temporal Correlation Enhanced Model

A Multi-granularity Similarity Enhanced Model for Implicit Event Argument Extraction

Multi-Perspective Feature Fusion for Event-Event Relation Extraction

Joint Cross-Domain and Cross-Lingual Adaptation for Chinese Opinion Element Extraction

A Relational Classification Network Integrating Multi-Scale Semantic Features

A Novel Semantic-Enhanced Time-Aware Model for Temporal Knowledge Graph Completion

Dual-Prompting Interaction with Entity Representation Enhancement for Event Argument Extraction

Collective Entity Linking With Joint Subgraphs

Coarse-to-Fine Entity Representations for Document-level Relation Extraction

Research on Named Entity Recognition Based on Bidirectional Pointer Network and Label Knowledge Enhancement

UKT: A Unified Knowledgeable Tuning Framework for Chinese Information Extraction

SSUIE 1.0: A Dataset for Chinese Space Science and Utilization Information Extraction

Extract then Adjust: A Two-Stage Approach for Automatic Term Extraction

UniER: A Unified and Efficient Entity-Relation Extraction Method with Single-Table Modeling

Multi-Task Biomedical Overlapping and Nested Information Extraction Model Based on Unified Framework

NTAM: A New Transition-based Attention Model for Nested Named Entity Recognition

Learning Well-separated and Representative Prototypes for Few-shot Event Detection

Machine Learning for NLP

A Frustratingly Easy Improvement for Position Embeddings via Random Padding

IDOS: A Unified Debiasing Method via Word Shuffling

FedEAE: Federated Learning Based Privacy-preserving Event Argument Extraction

Event Contrastive Representation Learning Enhanced with Image Situational Information

Promoting Open-domain Dialogue Generation through Learning Pattern Information between Contexts and Responses

Neural News Recommendation with Interactive News Encoding and Mixed User Encoding

Machine Translation and Multilinguality

CD-BLI: Confidence-Based Dual Refinement for Unsupervised Bilingual Lexicon Induction

A Novel POS-guided Data Augmentation Method for Sign Language Gloss Translation

Faster and More Robust Low-Resource Nearest Neighbor Machine Translation

Towards Effective Ancient Chinese Translation: Dataset, Model, and Evaluation

Multimodality and Explainability

Two-stage Adaptation for Cross-corpus Multimodal Emotion Recognition

Knowledgeable Salient Span Mask for Enhancing Language Models as Knowledge Base

A Text-Image Pair Is not Enough:Language-Vision Relation Inference with Auxiliary Modality Translation

Enriching Semantic Features for Medical Report Generation

Entity-related Unsupervised Pretraining with Visual Prompts for Multimodal Aspect-based Sentiment Analysis

ZeroGen: Zero-shot Multimodal Controllable Text Generation with Multiple Oracles

DialogueSMM: Emotion Recognition in Conversation with Speaker-aware Multimodal Multi-head Attention

QAE: A Hard-label Textual Attack Considering the Comprehensive Quality of Adversarial Examples

IMTM: Invisible Multi-Trigger Multimodal Backdoor Attack

NLP Applications and Text Mining

Enhancing Similar Case Matching with Event-Context Detection in Legal Intelligence

Unsupervised Clustering with Contrastive Learning for Rumor Tracking on Social Media

EP-Transformer: Efficient Context Propagation for Long Document

Cross and Self Attention based Graph Convolutional Network for Aspect-based Sentiment Analysis

KESDT: Knowledge Enhanced Shallow and Deep Transformer for Detecting Adverse Drug Reactions

CCAE: A Corpus of Chinese-based Asian Englishes

Emotionally-Bridged Cross-Lingual Meta-Learning for Chinese Sexism Detection

CCPC: A Hierarchical Chinese Corpus for Patronizing and Condescending Language Detection

FGCS: A Fine-grained Scientific Information Extraction Dataset in Computer Science Domain

Improving Event Representation for Script Event Prediction via Data Augmentation and Integration

Beyond Hard Samples: Robust and Effective Grammatical Error Correction with Cycle Self-Augmenting

DAAL: Domain Adversarial Active Learning Based on Dual Features for Rumor Detection

CCC: Chinese Commercial Contracts Dataset for Documents Layout Understanding

Question Answering

OnMKD: An Online Mutual Knowledge Distillation Framework for Passage Retrieval

Unsupervised Clustering for Negative Sampling to Optimize Open-domain Question Answering Retrieval

Enhancing In-Context Learning with Answer Feedback for Multi-Span Question Answering

Large Language Models

RAC-BERT: Character Radical Enhanced BERT for Ancient Chinese

Neural Knowledge Bank for Pretrained Transformers

Summarization and Generation

A Hybrid Summarization Method for Legal Judgment Documents based on Lawformer

Enhancing Semantic Consistency in Linguistic Steganography via Denosing Auto-Encoder and Semantic-Constrained Huffman Coding

Review Generation Combined with Feature and Instance-Based Domain Adaptation for Cross-Domain Aspect-Based Sentiment Analysis

WikiIns: A High-Quality Dataset for Controlled Text Editing by Natural Language Instruction

Medical Report Generation based on Segment-Enhanced Contrastive Representation Learning

Enhancing MOBA Game Commentary Generation With Fine-Grained Prototype Retrieval.

Other Format:

Print version: Liu, Fei Natural Language Processing and Chinese Computing

ISBN:

9783031446962

3031446968

OCLC:

1402279704