Natural Language Processing and Chinese Computing

12th National CCF Conference, NLPCC 2023, Foshan, China, October 12–15, 2023, Proceedings, Part III

Häftad, Engelska, 2023

Av Fei Liu, Nan Duan, Qingting Xu, Yu Hong

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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.

Produktinformation

Utgivningsdatum2023-10-08
Mått155 x 235 x 26 mm
Vikt688 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Artificial Intelligence
Antal sidor429
FörlagSpringer International Publishing AG
ISBN9783031446986

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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.