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

Format:

Book

Contributor:

Liu, Fei, editor.

Series:

Lecture Notes in Artificial Intelligence, 2945-9141 ; 14304

Language:

English

Subjects (All):

Artificial intelligence.

Artificial Intelligence.

Local Subjects:

Artificial Intelligence.

Physical Description:

1 online resource (437 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:

Fantastic Gradients and Where to Find Them: Improving Multi-Attribute Text Style Transfer by Quadratic Program

TiBERT: A Non-autoregressive Pre-trained Model for Text Editing

Student Workshop

A Study on the Classification of Chinese Medicine Records Using BERT, Chest Impediment as an Example

Semantic Candidate Retrieval for Few-shot Entity Linking

CELAT: A Chinese Few-shot Emerging Entity Linking Model based on ERNIE and Adversarial Training

Evaluation Workshop

A Unified Framework for Optimizing Video Corpus Retrieval and Temporal Answer Grounding: Fine-grained Modality Alignment and Local-Global Optimization

User Preference Prediction for Online Dialogue Systems based on Pre-trained Large Model

A Two-Stage Chinese Medical Video Retrieval Framework with LLM

Improving Cross-Modal Visual Answer Localization in Chinese Medical Instructional Video using Language Prompts

Improving Few-shot and Zero-shot Entity Linking with Coarse-to-Fine Lexicon-based Retriever

Two-Stage Topic Sentence Extraction for Chinese Student Essays

Auto-scaling Distribution Fitting Network for User Feedback Prediction

Multimodal Dialogue Understanding via Holistic Modeling and Sequence Labeling

Multi-angle Prediction Based on Prompt Learning for Text Classification

Adversarial Training and Model Ensemble for User Feedback Prediciton in Conversation System

A Numeracy-Enhanced Decoding for Solving Math Word Problem

Improving Conversational Aspect-based Sentiment Quadruple Analysis with Overall Modeling

Overview of the NLPCC 2023 Shared Task: Chinese Essay Discourse Coherence Evaluation

Improving the Generalization Ability in Essay Coherence Evaluation through Monotonic Constraints

Overview of the NLPCC 2023 Shared Task: Chinese Medical Instructional Video Question Answering

Conversational Aspect-based Sentiment Quadruple Analysis with Consecutive Multi-view Interaction

Overview of the NLPCC 2023 Shared Task 10: Learn to Watch TV: Multimodal Dialogue Understanding and Response Generation

GrammarGPT: Exploring Open-Source LLMs for Native Chinese Grammatical Error Correction with Supervised Fine-Tuning

A Model Ensemble Approach for Conversational Quadruple Extraction

Solving Math Word Problem with Problem Type Classification

Consistent Solutions for Optimizing Search Space of Beam Search

Generating Better Responses from User Feedback via Reinforcement Learning and Commonsense Inference

Towards Robust Chinese Spelling Check Systems: Multi-round Error Correction with Ensemble Enhancement

HWCGEC:HW-TSC’s 2023 Submission for the NLPCC2023’s Chinese Grammatical Error Correction Task

Enhancing Conversational Aspect-based Sentiment Quadruple Analysis with Context Fusion Encoding Method

Enhanced CGSN System for Machine Reading Comprehension

Scientific Reading Comprehension withSentences Selection and Ranking

Task-related Pretraining with Whole Word Masking for Chinese Coherence Evaluation

Overview of the NLPCC 2023 Shared Task: Chinese Spelling Check

Overview of NLPCC 2023 Shared Task 6:Chinese Few-shot and Zero-shot Entity Linking

Overview of the NLPCC 2023 Shared Task 9: User Feedback Prediction and Response Generation

Overview of NLPCC Shared Task 2: Multi-perspective Scientific Machine Reading Comprehension.

Notes:

Includes bibliographical references and index.

Other Format:

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

ISBN:

3-031-44699-2