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NLPCC 2024: Hangzhou, China - Part I
- Derek F. Wong
, Zhongyu Wei
Natural Language Processing and Chinese Computing - 13th National CCF Conference, NLPCC 2024, Hangzhou, China, November 1-3, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15359, Springer 2025, ISBN 978-981-97-9430-0
IR/Dialogue Systems/Question Answering
- Xingsheng Zhang, Yifan Deng, Yue Hu, Yunpeng Li, Ping Guo:
Overcoming Rigid and Monotonous: Enhancing Knowledge-Grounded Conversation Generation via Multi-granularity Knowledge. 3-15 - Jinpeng Li, Yuhan Chen, Pengfei Wu, Yingce Xia, Shufang Xie, Dongyan Zhao, Rui Yan:
Learning to Generate Style-Specific Adapters for Stylized Dialogue Generation. 16-28 - Yuezhou Dong, Ke Qin, Shuang Liang:
Hierarchical Knowledge Aggregation for Personalized Response Generation in Dialogue Systems. 29-42 - Peiyu Zhao, Zhujian Zhang, Bo Liu:
Multi-hop Reading Comprehension Model Based on Abstract Meaning Representation and Multi-task Joint Learning. 43-55 - Chaomin Wu, Di Wu, Yushan Pan, Hao Wang:
Leveraging Large Language Models for QA Dialogue Dataset Construction and Analysis in Public Services. 56-68 - Dongyang Li, Ruixue Ding, Pengjun Xie, Xiaofeng He:
MCFC: A Momentum-Driven Clicked Feature Compressed Pre-trained Language Model for Information Retrieval. 69-82 - Meiwen Li, Tianyu Cai, Lingyan Wu, Li Chen, Shenggen Ju:
Integrating Syntax Tree and Graph Neural Network for Conversational Question Answering over Heterogeneous Sources. 83-96 - Jiyuan Liu, Dongsheng Zou, Naiquan Chai, Yuming Yang, Hao Wang, Xinyi Song:
PqE: Zero-Shot Document Expansion for Dense Retrieval with Large Language Models. 97-109 - Minghui Xie, Chuzhan Hao, Peng Zhang, Xindian Ma:
CKF: Conditional Knowledge Fusion Method for CommonSense Question Answering. 110-122 - Bihan Zhou, Haopeng Ren, Yi Cai, Zetao Lian, Pinli Zhu, Yushi Zeng:
MPPQA: Structure-Aware Extractive Multi-span Question Answering for Procedural Documents. 123-135 - Zijian Qiao, Nan Li, Chenxi Huang, Gangliang Wang, Shenglin Liang, Hui Lin, Qinglang Guo:
GraphLLM: A General Framework for Multi-hop Question Answering over Knowledge Graphs Using Large Language Models. 136-148 - Chengrui Wang, Shaoming Ji, Fang Kong:
Local or Global Optimization for Dialogue Discourse Parsing. 149-161 - Rui Cao, Xiabing Zhou, Guodong Zhou:
Structure and Behavior Dual-Graph Reasoning with Integrated Key-Clue Parsing for Multi-party Dialogue Reading Comprehension. 162-174 - Yaru Cao, Zhuang Chen, Guanqun Bi, Yulin Feng, Min Chen, Fucheng Wan, Minlie Huang, Hongzhi Yu:
Enhancing Emotional Support Conversation with Cognitive Chain-of-Thought Reasoning. 175-187 - Yingying Zhang, Zhiyi Luo, Zuohua Ding:
A Simple and Effective Span Interaction Modeling Method for Enhancing Multiple Span Question Answering. 188-200 - Sirui Cheng, Siyu Zhang, Jiayi Wu, Muchen Lan, Yaoru Sun:
FacGPT: An Effective and Efficient Method for Evaluating Knowledge-Based Visual Question Answering. 201-214 - Yameng Li, Shi Feng, Daling Wang, Yifei Zhang, Xiaocui Yang:
PAPER: A Persona-Aware Chain-of-Thought Learning Framework for Personalized Dialogue Response Generation. 215-227 - Xingyun Hong, Yan Shao, Zhilin Wang, Manni Duan, Xiongnan Jin:
Towards Building a Robust Knowledge Intensive Question Answering Model with Large Language Models. 228-242
Fundamentals of NLP
- Jiaxin Shen, Yanyao Liu, Yong Jiang, Yufeng Chen, Wenjuan Han:
Model-Agnostic Knowledge Distillation Between Heterogeneous Models. 245-257 - Cong Fan, Shen Guo, Aishan Wumaier:
Exploring Multimodal Information Fusion in Spoken Off-Topic Degree Assessment. 258-270 - Chunnian Wang, Junliang Li, Hu Zhang:
Integrating Hierarchical Key Information and Semantic Difference Features for Long Text Matching. 271-283 - Shihan Dou, Songyang Gao, Tao Gui, Qi Zhang:
CausalAPM: Generalizable Literal Disentanglement for NLU Debiasing. 284-297 - Sirui Yan, Zhiyi Luo, Shuyun Luo, Ying Qiu:
W2CL: A Multi-task Learning Approach to Improve Domain-Specific Sentence Classification Through Word Classification and Contrastive Learning. 298-310 - Yu Zheng, Ming Liu, Ao Zou, Wenning Hao, Hui Zhang, Yi Sun:
Outperforming Larger Models on Text Classification Through Continued Pre-training. 311-323 - Yilin Song, Fang Kong:
Semantic Knowledge Enhanced and Global Pointer Optimized Method for Medical Nested Entity Recognition. 324-336
Information Extraction and Knowledge Graph
- Rongsheng Lin, Shubin Cai, Zhong Ming:
CSLAN: A Novel Lexicon Attention Network for Chinese NER. 339-352 - Zongkai Zhao, Xiuhua Li, Kaiwen Wei:
S2D: Enhancing Zero-Shot Cross-Lingual Event Argument Extraction with Semantic Knowledge. 353-365 - Ziwei Zheng, Chao Liang, Wei Xiang, Bang Wang:
Bias-Rectified Multi-way Learning with Data Augmentation for Implicit Discourse Relation Recognition. 366-378 - Renyu Wang, Wei Xiang, Zhenhua Wang, Bang Wang:
Retrieval-Enhanced Template Generation for Template Extraction. 379-391 - Jingjing Zhu, Tianyu Cai, Zhenyu Zhao, Shenggen Ju:
Chinese Named Entity Recognition Based on Template and Contrastive Learning. 392-405 - Yanxu Mao, Tiehan Cui, Ying Ding:
Enhancing Logical Rules Based on Self-Distillation for Document-Level Relation Extraction. 406-418 - Jianjian Zou, Yuhui Xiao, Sichi Zhou, Wei Li, Qun Yang:
Prompt-Based Joint Contrastive Learning for Zero-Shot Relation Extraction. 419-431 - Kangyun Ning, Jian Liu, Jinan Xu:
Low-Resource Event Causality Identification With Global Consistency Constraints. 432-443 - Yutong Hu, Quzhe Huang, Yansong Feng:
Only One Relation Possible? Modeling the Ambiguity in Temporal Relation Extraction. 444-456 - Chenchen Shen, Chengwei Ji, Shengbin Yue, Xiaoyu Shen, Yun Song, Xuanjing Huang, Zhongyu Wei:
Empowering LLMs for Long-Text Information Extraction in Chinese Legal Documents. 457-469 - Huazi Yin, Jintao Tang, Shasha Li, Ting Wang:
LLMADR: A Novel Method for Adverse Drug Reaction Extraction Based on Style Aligned Large Language Models Fine-Tuning. 470-482 - Wenjun Kang, Jiali Zuo, Qili Dai, Yiyu Hu, Mingwen Wang:
Research on Named Entity Recognition in Ancient Chinese Based on Incremental Pre-training and Domain Lexicon. 483-503 - Zihao Tang, Xiang Zhang, Xiaoyu Shang:
MCKRL: A Multi-channel Based Multi-graph Knowledge Representation Learning Model. 504-516
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