Natural language processing and Chinese computing : 13th National CCF Conference, NLPCC 2024, Hangzhou, China, November 1-3, 2024, proceedings. Part I / Derek F. Wong, Zhongyu Wei, Muyun Yang, editors.

Format:

Book

Conference/Event

Contributor:

Wong, Derek F., editor.

Wei, Zhongyu (Of Fu dan da xue), editor.

Yang, Muyun, editor.

Conference Name:

NLPCC (Conference) (13th : 2024 : Hangzhou, China), author.

Series:

Lecture notes in computer science ; 15359.

Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141

LNCS sublibrary. Artificial intelligence SL 7,

Lecture notes in computer science. Lecture notes in artificial intelligence, 2945-9141 ; 15359

LNCS sublibrary: SL7 - Artificial intelligence

Language:

English

Subjects (All):

Natural language processing (Computer science)--Congresses.

Natural language processing (Computer science).

Chinese language--Data processing--Congresses.

Chinese language.

Genre:

proceedings (reports)

Conference papers and proceedings.

Physical Description:

1 online resource (xxxiv, 519 pages) : illustrations (chiefly color).

Other Title:

NLPCC 2024

Place of Publication:

Singapore : Springer, [2025]

Summary:

The five-volume set LNCS 15359 - 15363 constitutes the refereed proceedings of the 13th National CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2024, held in Hangzhou, China, during November 2024. The 161 full papers and 33 evaluation workshop papers included in these proceedings were carefully reviewed and selected from 451 submissions. They deal with the following areas: Fundamentals of NLP; Information Extraction and Knowledge Graph; Information Retrieval, Dialogue Systems, and Question Answering; Large Language Models and Agents; Machine Learning for NLP; Machine Translation and Multilinguality; Multi-modality and Explainability; NLP Applications and Text Mining; Sentiment Analysis, Argumentation Mining, and Social Media; Summarization and Generation.

Contents:

Overcoming rigid and monotonous : enhancing knowledge-grounded conversation generation via multi-granularity knowledge / Xingsheng Zhang, YiFan Deng, Yue Hu, Yunpeng Li, and Ping Guo

Learning to generate style-specific adapters for stylized dialogue generation / Jinpeng Li, Yuhang Chen, Pengfei Wu, Yingce Xia, Shufang Xie, Dongyan Zhao, and Rui Yan

Hierarchical knowledge aggregation for personalized response generation in dialogue systems / Yuezhou Dong, Ke Qin, and Shuang Liang

Multi-hop reading comprehension model based on abstract meaning representation and multi-task joint learning / Peiyu Zhao, Zhujian Zhang, and Bo Liu

Leveraging large language models for QA dialogue dataset construction and analysis in public services / Chaomin Wu, Di Wu, Yushan Pan, and Hao Wang

MCFC : A momentum-driven clicked feature compressed pre-trained language model for information retrieval / Dongyang Li, Ruixue Ding, Pengjun Xie, and Xiaofeng He

Integrating syntax tree and graph neural network for conversational question answering over heterogeneous sources / Meiwen Li, Tianyu Cai, Lingyan Wu, Li Chen, and Shenggen Ju

PqE : Zero-shot document expansion for dense retrieval with large language models / Jiyuan Liu, Dongsheng Zou, Naiquan Chai, Yuming Yang, Hao Wang, and Xinyi Song

CKF : Conditional knowledge fusion method for common sense question answering / Minghui Xie, Chuzhan Hao, Peng Zhang, and XinDian Ma

MPPQA : Structure-aware extractive multi-span question answering for procedural documents / Bihan Zhou, Haopeng Ren, Yi Cai, Zetao Lian, Pinli Zhu, and Yushi Zeng

GraphLLM : A general framework for multi-hop question answering over knowledge graphs using large language models / Zijian Qiao, Nan Li, Chenxi Huang, Gangliang Wang, Shenglin Liang, Hui Lin, and Qinglang Guo

Local or global optimization for dialogue discourse parsing / Chengrui Wang, Shaoming Ji, and Fang Kong

Structure and behavior dual-graph reasoning with integrated key-clue parsing for multi-party dialogue reading comprehension / Rui Cao, Xiabing Zhou, and Guodong Zhou

Enhancing emotional support conversation with cognitive chain-of-thought reasoning / Yaru Cao, Zhuang Chen, Guanqun Bi, Yulin Feng, Min Chen, Fucheng Wan, Minlie Huang, and Hongzhi Yu

A simple and effective span interaction modeling method for enhancing multiple span question answering / Yingying Zhang, Zhiyi Luo, and Zuohua Ding

FacGPT : An effective and efficient method for evaluating knowledge-based visual question answering / Sirui Cheng, Siyu Zhang, Jiayi Wu, Muchen Lan, and Yaoru Sun

PAPER : A persona-aware chain-of-thought learning framework for personalized dialogue response generation / Yameng Li, Shi Feng, Daling Wang, Yifei Zhang, and Xiaocui Yang

Towards building a robust knowledge intensive question answering model with large language models / Xingyun Hong, Yan Shao, Zhilin Wang, Manni Duan, and Xiongnan Jin

Model-agnostic knowledge distillation between heterogeneous models / Jiaxin Shen, Yanyao Liu, Yong Jiang, Yufeng Chen, and Wenjuan Han

Exploring multimodal information fusion in spoken off-topic degree assessment / Fan Cong, Guo Shen, and Aishan Wumaier

Integrating hierarchical key information and semantic difference features for long text matching / Chunnian Wang, Junliang Li, and Hu Zhang

CausalAPM : Generalizable literal disentanglement for NLU debiasing / Shihan Dou, Songyang Gao, Tao Gui, and Qi Zhang

W2CL : A multi-task learning approach to improve domain-specific sentence classification through word classification and contrastive learning / Sirui Yan, Zhiyi Luo, Shuyun Luo, and Ying Qiu

Outperforming larger models on text classification through continued pre-training / Yu Zheng, Ming Liu, Zou Ao, Wenning Hao, Hui Zhang, and Yi Sun

Semantic knowledge enhanced and global pointer optimized method for medical nested entity recognition / Yilin Song and Fang Kong

CSLAN : A novel lexicon attention network for Chinese NER / Rongsheng Lin, Shubin Cai, and Zhong Ming

S2D : Enhancing zero-shot cross-lingual event argument extraction with semantic knowledge / Zongkai Zhao, Xiuhua Li, and Kaiwen Wei

Bias-rectified multi-way learning with data augmentation for implicit discourse relation recognition / Ziwei Zheng, Chao Liang, Wei Xiang, and Bang Wang

Retrieval-enhanced template generation for template extraction / Renyu Wang, Wei Xiang, Zhenhua Wang, and Bang Wang

Chinese named entity recognition based on template and contrastive learning / Jingjing Zhu, Tianyu Cai, Zhenyu Zhao, and Shenggen Ju

Enhancing logical rules based on self-distillation for document-level relation extraction / Yanxu Mao, Tiehan Cui, and Ying Ding

Prompt-based joint contrastive learning for zero-shot relation extraction / Jianjian Zou, Yuhui Xiao, Sichi Zhou, Wei Li, and Qun Yang

Low-resource event causality identification with global consistency constraints / Kangyun Ning, Jian Liu, and Jinan Xu

Only one relation possible? Modeling the ambiguity in temporal relation extraction / Yutong Hu, Quzhe Huang, and Yansong Feng

Empowering LLMs for long-text information extraction in Chinese legal documents / Chenchen Shen, Chengwei Ji, Shengbin Yue, Xiaoyu Shen, Yun Song, Xuanjing Huang, and Zhongyu Wei

LLMADR : A novel method for adverse drug reaction extraction based on style aligned large language models fine-tuning / Huazi Yin, Jintao Tang, Shasha Li, and Ting Wang

Research on named entity recognition in ancient chinese based on incremental pre-training and domain lexicon / Wenjun Kang, Jiali Zuo, Qili Dai, Yiyu Hu, and Mingwen Wang

MCKRL : A multi-channel based multi-graph knowledge representation learning model / Zihao Tang, Xiang Zhang, and Xiaoyu Shang.

Notes:

Conference proceedings.

Includes bibliographical references and index.

Online resource; title from PDF title page (SpringerLink, viewed November 11, 2024).

Other Format:

Print version: Wong, Derek F. Natural Language Processing and Chinese Computing

ISBN:

9789819794317

9819794315

OCLC:

1465361706

Access Restriction:

Restricted for use by site license