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NLPCC 2024: Hangzhou, China - Part II
- 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 II. Lecture Notes in Computer Science 15360, Springer 2025, ISBN 978-981-97-9433-1
Main Conference
- Junxiu Chen, Kehan Long, Shasha Li, Jintao Tang, Ting Wang:
FineCSDA: Boosting Document-Level Event Argument Extraction with Fine-Grained Data Augmentation. 3-15 - Jiaxin Duan
ConFit: Contrastive Fine-Tuning of Text-to-Text Transformer for Relation Classification. 16-29 - Yucan Guo, Zixuan Li, Xiaolong Jin, Yantao Liu, Yutao Zeng, Wenxuan Liu, Xiang Li, Pan Yang, Long Bai, Jiafeng Guo, Xueqi Cheng:
Retrieval-Augmented Code Generation for Universal Information Extraction. 30-42 - Feiyang Ye
Span-Based Chinese Few-Shot NER with Contrastive and Prompt Learning. 43-55 - Chaofan He, Gewei Lu, Liping Shen:
ProSide: Knowledge Projector and Sideway for Pre-trained Language Models. 56-68 - Tao You, Zejun Li, Zhihao Fan, Cunxiang Yin, Yancheng He, Jing Cai, Jinhua Fu, Zhongyu Wei:
An Iterative Framework for Document-Level Event Argument Extraction Assisted by Long Short-Term Memory. 69-81 - Tao Ren, Weijie Yu, Ming Chen, Aite Zhao, Huiyu Zhou:
TF-FusNet: A Novel Framework for Parkinson's Disease Detection via Time-Frequency Domain Fusion. 82-95 - Jiaju Lin, Jie Zhou, Qin Chen:
Prompt Debiasing via Causal Intervention for Event Argument Extraction. 96-108 - Jin Zhong, Yongbin Liu, Chunping Ouyang, Lin Ren, Chi Zhu, Yidong He:
CouBRE: Counterfactual NLI For Low-Resource Biomedical Relation Extraction. 109-121 - Aiqing Zhuo, Kunli Shi, Jinghang Gu, Longhua Qian, Guodong Zhou:
Enhancing Cross-Lingual Named Entity Recognition via Dual Contrastive Learning Based on MRC Framework. 122-134 - Gongchi Chen
Multi-layer Sequence Labeling-Based Joint Biomedical Event Extraction. 135-148 - Liangyu Gao, Zhihao Yang, Ling Luo, Wenfei Liu, Hongfei Lin, Jian Wang:
EDNER: Edge Detection for Named Entity Recognition. 149-160 - Zhijiang Wang, Yaqun Huang, Chunna Zhao, Chengli Zhou:
VPformer: Multivariate Time Series Forecasting with Variable Correlation and Triple Patch Correlation Transformer. 161-173 - Qiankun Pi, Jicang Lu, Yepeng Sun, Taojie Zhu, Yi Xia, Chenguang Yang:
Enhancing Document-Level Relation Extraction with Entity Pronoun Resolution and Relation Correlation. 174-186 - Cunda Wang, Weihua Wang, Qiuyu Liang, Jie Yu, Guanglai Gao:
GSEA: Global Structure-Aware Graph Neural Networks for Entity Alignment. 187-199 - Lizhu Xiong, Yongpan Sheng, Lirong He:
TKGR-GPRSCL: Enhance Temporal Knowledge Graph Reasoning with Graph Structure-Aware Path Representation and Supervised Contrastive Learning. 200-212 - Yong Yang, Weijie Li
Chinese Personalized Commonsense Understanding and Reasoning Based on Curriculum-Learning. 213-225
Large Language Models and Agents
- Xinlin Zhuang, Xin Mao, Yuan-Hao Jiang
Bread: A Hybrid Approach for Instruction Data Mining Through Balanced Retrieval and Dynamic Data Sampling. 229-240 - Shengyu Mao, Xiaohan Wang, Mengru Wang, Yong Jiang, Pengjun Xie, Fei Huang, Ningyu Zhang:
Editing Personality For Large Language Models. 241-254 - Jinzhe Liu, Xiangsheng Huang, Zhuo Chen, Yin Fang:
DRAK: Unlocking Molecular Insights with Domain-Specific Retrieval-Augmented Knowledge in LLMs. 255-267 - Xingchen Huang, Yujia Huo, Derek F. Wong, Yao Wang, Liqiong Cai, Yonghong Jiang:
AQLoRA: An Adaptive Quantization-Based Efficient Fine-Tuning Method for LLMs. 268-280 - Hongru Wang, Huimin Wang, Lingzhi Wang, Minda Hu, Rui Wang, Boyang Xue, Yongfeng Huang, Kam-Fai Wong:
TPE: Towards Better Compositional Reasoning over Cognitive Tools via Multi-persona Collaboration. 281-294 - Weijie Li, Jin Wang, Xuejie Zhang:
PROMPTIST: Automated Prompt Optimization for Text-to-Image Synthesis. 295-306 - Yiming Xu, Jianzhou Feng
HTCSI: A Hierarchical Text Classification Method Based on Selection-Inference. 307-318 - Yixuan Weng, Bin Li, Fei Xia, Minjun Zhu, Bin Sun, Shizhu He, Shengping Liu, Kang Liu, Shutao Li, Jun Zhao:
Large Language Models With Holistically Thought Could Be Better Doctors. 319-332 - Biqing Zeng, Hao Shi, Yangyu Li, Ruizhe Li, Huimin Deng:
Leveraging Large Language Models Knowledge Enhancement Dual-Stage Fine-Tuning Framework for Recommendation. 333-345 - Xinyi Wang, Wenzheng Zhao, Xiangrong Zhu, Wei Hu
Can ChatGPT Solve Relation Extraction? An Extensive Assessment via Design Choice Exploration. 346-358 - Jie Liu, Xue Han, Chao Deng, Junlan Feng:
Improving Self-consistency for Open-Domain Question Answering via Automatic Prompt Engineering and Ensemble Learning. 359-371 - Mengsong Wu, Tong Zhu, Han Han, Chuanyuan Tan, Xiang Zhang, Wenliang Chen:
Seal-Tools: Self-instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark. 372-384 - Yuechi Zhou, Chuyue Zhou, Wenjing Xie, Xinrui Wang, Jiuchang Chen, Zhenghua Ni, Juntao Li:
The Benefits in Shallow: Merge Decoding Across Large Language Model Layers. 385-397 - Zihao Tan, Qingliang Chen, Yongjian Huang, Chen Liang:
TARGET: Template-Transferable Backdoor Attack Against Prompt-Based NLP Models via GPT4. 398-411 - Yidong He, Yongbin Liu, Chunping Ouyang, Huan Liu, Wenyong Han, Yu Gao, Chi Zhu, Yi Tang, Jin Zhong, Shuda Zhou, Le Huang:
Evaluating Human-Large Language Model Alignment in Group Process. 412-423 - Fuchun Wang, Xian Zhou, Wenpeng Hu, Zhunchen Luo, Wei Luo, Xiaoying Bai:
LLM Assists Hypothesis Generation and Testing for Deliberative Questions. 424-436 - Wenhan Liang, Huijia Wu, Jun Gao, Yuhu Shang, Zhaofeng He:
SafeLLMs: A Benchmark for Secure Bilingual Evaluation of Large Language Models. 437-448 - Xiao Ling, Jialin Liu, Jindu Liu, Jianhua Wu, Jie Liu:
Finetuning LLMs for Text-to-SQL with Two-Stage Progressive Learning. 449-461 - Xuemin Liu, Jie Liu:
Retrieval Augmented Tree of Thoughts. 462-473 - Korir Nancy Jeptoo, Chengjie Sun:
Enhancing Fake News Detection with Large Language Models Through Multi-agent Debates. 474-486
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