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ORCIDNLPCC 2025: Urumqi, China - Part III
- Xian-Ling Mao
, Zhaochun Ren, Muyun Yang:
Natural Language Processing and Chinese Computing - 14th National CCF Conference, NLPCC 2025, Urumqi, China, August 7-9, 2025, Proceedings, Part III. Lecture Notes in Computer Science 16104, Springer 2026, ISBN 978-981-95-3348-0
IR/Dialogue Systems/Question Answering
- Jingrui Zhang, Yufeng Chen, Jinan Xu:
TriG-RAG: Triple-Granularity Fusion for Retrieval-Augmented Generation with Adaptive Context-Relation Balance. 3-15 - Xuening Li, Peng Tang, Fangjiong Chen, Xiaojun Liang:
Knowledge Distillation for Large Language Models Based on Global Keywords and Chain of Thought. 16-28 - Zhengying Wang, Jiong Yu, Zheng Chu:
Exploring the Capabilities of Chinese LLMs in the Legal Field. 29-41 - Chupeng Wei, Zheng Chen, Jie Zhang, Jia Liu:
RoleplayLLM: Enhancing Role-Playing Abilities in Large Language Models via Multidimensional Fine-Tuning and Preference Optimization. 42-54 - Zimeng Bai, Xiying Zhao, Zhuoxin Han, Haochen Sun, Lujie Niu, Caixia Yuan, Xiaojie Wang:
Multi-task Contrastive Learning Enhanced Instruction Tuning for Dialog Understanding. 55-67 - Yizhuo Zhang, Yuan Huang, Wei Luo, Sijia Wang, Shuai Wu, Zibo Yi:
DynaRAG: Adaptive Context Compression via Reinforcement Learning for Enhanced Retrieval-Augmented Generation. 68-80 - Wen Xie, Xin Zhang, Meishan Zhang, Min Zhang:
Retrieving and Reading Multimodal Documents for Knowledge-Based VQA. 81-93 - Daao Lu, Peiyu Liu, Ran Lu:
Relation-Aware Graph Reasoning for Multiple Choice Question Answering. 94-106 - Yiyang Gu, Yougen Zhou, Qin Chen, Ningning Zhou, Jie Zhou, Aimin Zhou, Liang He:
Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking. 107-119 - Xuanzhi Chen, Yajing Xu, Han Wei, Lei Luo, Lei Yang:
ReD-RAG: Rewritable Decomposition-Guided Iterative Retrieval-Augmented Generation for Open-Domain Multi-hop Reasoning. 120-132 - Jiangzhou Ju, Yunlin Mao, Zhen Wu, Robert Ridley, Jiajun Chen, Xinyu Dai:
Bridging Questions and Charts: A Weakly Supervised Alignment Model for Chart Question Answering. 133-145 - Sixu Chen, Fang Kong:
FRAG: Focused Retrieval Augmented Generation Reducing Retrieval Scope by Mapping Table. 146-158 - Yifan Zhang, Jinming Zhang, Lingjiao Xu, Yunfei Lu, Yunfei Long, Bing Wang, Peng Jin:
Ensuring Context Completeness in Retrieval-Augmented Generation for Knowledge-Intensive Question-Answering. 159-171
Machine Translation and Multilinguality
- Bin Liu, Xinglin Lyu, Junhui Li, Daimeng Wei, Min Zhang, Shimin Tao, Hao Yang:
Improving LLM-Based Document-Level MT with Multi-Knowledge Fusion. 175-187 - Lin Zhou, Degen Huang, Junpeng Liu, Fengran Mo, Kaiyu Huang:
Continual Learning for Multilingual Neural Machine Translation via Meta-Contrastive Memory Replay. 188-201 - Fengqin Yang, Jie Li, Jie Chen, Ming Fang, Zhiguo Fu:
Prompting and Consistency Learning Strategies for Multimodal Grammatical Error Correction in Low Error Density Domains. 202-213 - Ej Zhou, Weiming Lu:
Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting. 214-227 - Jiaxin Guo, Yuanchang Luo, Daimeng Wei, Ling Zhang, Zongyao Li, Hengchao Shang, Zhiqiang Rao, Shaojun Li, Jinlong Yang, Zhanglin Wu, Hao Yang:
Doc-Guided Sent2Sent++: A Sent2Sent++ Agent with Doc-Guided Memory for Document-Level Machine Translation. 228-240 - Cunli Mao, Haoxiang Zhang, Rui Chen, Ying Li, Shengxiang Gao, Zhengtao Yu:
Fine-Grained Contrastive Learning for End-to-End Vietnamese Text Image Machine Translation. 241-254 - Henglyu Liu, Andong Chen, Kehai Chen, Xuefeng Bai, Meizhi Zhong, Yuan Qiu, Min Zhang:
Adaptive Inner Speech Text Alignment for LLM-Based Speech Translation. 255-268 - Chongchong Yu, Yan Wu, Zheng Ruan, Zhaopeng Qian:
Fine-Tuning for Low-Resource Language Machine Translation Using Large Language Models Integrated with Dependency Parsing Rule. 269-281 - Xi Li, Jipeng Qiang:
Simplify and Translate: A Unified Framework for Accessible Machine Translation. 282-293 - Hongru Ma, Sihang Zhang, Yanjie Liang, Dairui Chen:
PGATA: Phonology-and-Glyph-Aware Token Alignment for Transfer Learning in Cantonese Sarcasm Detection. 294-306 - Qifeng Su, Zhicong Wu, Xiaodong Shi:
LLM-Enhanced Translation for Low-Resource Languages: Cross-Lingual Alignment and Multi-domain Adaptation. 307-319
Sentiment Analysis/Argumentation Mining/Social Media
- Hengliang Guo, Shengguang Zhu, Haitao Wang, Junjie Chen, Jiaru Li, Ruikai Ma, Gang Wu:
Best-Fit Document: Enhancing Compositional Generalization in Multi-label Text Classification. 323-335 - Ying Ding, Yanxu Mao, Shunli Zhang:
Dialogue Multi-dimensional Feature Dividing and Fusion Model for Dialogue Aspect-Based Sentiment Quadruple Analysis. 336-350 - Panrui Chen, Meng Yang:
Boosting Affective Events Classification: A Contextual Framework with Chain-of-Thought Prompt. 351-363 - Abdisalam Badel, Ting Zhong, Xovee Xu, Wenxin Tai, Fan Zhou:
Hate Speech Detection in Somali-English Code-Switched Texts. 364-376 - Hongru Ma, Sihang Zhang, Dairui Chen, Yanjie Liang:
CSCIS: Chinese Spelling Correction for Social-Platform Internet Slang Texts. 377-388 - Hui Liu, Minghua Nuo, Rui Li, Chengyi Zhou:
DiGTF: A Difference-Guided Two-Stage Fusion Framework for Multimodal Sentiment Analysis. 389-402 - Hao Yang, Jin Wang, Xuejie Zhang:
EVL-MCoT: Enhanced Vision-Language Multi-CoT for Harmful Meme Detection. 403-415 - Su Chen, Xiaohua Qi, Xixun Lin, Yanmin Shang, Xiaolin Xu, Yangxi Li:
Deep Graph Neural Point Process for Learning Temporal Interactive Networks. 416-428 - Hongyan Xie, Yu-Ming Shang:
Bayesian Network-Based Adaptive Prompt Learning for Emotion-Cause Pair Extraction. 429-441 - Hagos Gebremedhin Gebremeskel, Chong Feng:
Exploring Sentiment Analysis in Tigrigna: Insights from Social Media Texts. 442-455 - Chenyan Yang, Xiabing Zhou, Guodong Zhou:
Unlocking the Advantage of Context Interaction via Bi-Graph Reasoning for Document-Level Aspect-Based Sentiment Analysis. 456-468 - Dongsheng Hong, Zhihao Chen, Shanshan Lin, Yanhui Chen, Chao Chen, Wen Lin, Xiangwen Liao:
EMAO: Expectation-Maximization and Adaptive Objective for Microscopic Cascade Prediction. 469-482 - Lijuan Zhou, Mengqi Wu, Xiang Meng, Changyong Niu:
Attributed Graph Clustering with Dual Contrastive Regularization. 483-495 - Cheng Yang, Zhiyue Liu, Xingmao Zhang, Qingbao Huang:
Deep Learning-Based Knowledge Injection for Metaphor Detection: A Comprehensive Review. 496-509 - Bo Zhang, Junyu Lu, Liang Yang, Bo Xu, Hongfei Lin:
CADA: A Counterfactual Adversarial Data Augmentation Framework for Low-Resource Hate Speech Detection. 510-522 - Chong Teng, Zhiyuan Chen, Bocheng Ai, Chen Lin, Fei Li:
Semantic Information Enhanced Fake News Detection. 523-535 - Xinyi Li, Yan Yan, Bo Chen, Wei Bao, Xiaobing Zhao:
Fine-Grained Inappropriate Speech Detection Based on Momentum Contrastive Learning. 536-548 - Tianlong Zheng, Yating Yang, Rui Dong, Bo Ma, Lei Wang, Xi Zhou:
ISIPN: Intention-Semantic Incongruity Perception Network for Multimodal Metaphor Detection. 549-562 - YiDu Chen, Bo Ma, Yating Yang, Dilxat Abdureyim, Chirui Zhang, Rui Dong, Lei Wang, Xi Zhou:
Self-Distillation Across Modalities: Enhancing Cross-Modal Correlation Perception for Multimodal Fake News Detection. 563-575 - Lingxiao Zheng, Zhunchen Luo, Wenpeng Hu, Yunbo Cao:
D-PathVer: Dynamic Reasoning Pathways for Complex Claim Verification. 576-587 - Yue Wang, Zhi Zhang, Lili Shan, Bingquan Liu:
Dynamic Multi-views In-Context Learning with Large Language Models for Aspect-Based Sentiment Analysis. 588-601 - Bohan Hu, Yuhang Li:
MAGI: Modality-Aligned Geometry-Aware Integration for Robust Multimodal Sentiment Analysis. 602-614
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