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ORCIDNLPCC 2023: Foshan, China - Part I
- Fei Liu, Nan Duan, Qingting Xu, Yu Hong:
Natural Language Processing and Chinese Computing - 12th National CCF Conference, NLPCC 2023, Foshan, China, October 12-15, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14302, Springer 2023, ISBN 978-3-031-44692-4
Oral: Dialogue Systems
- Lucen Zhong, Hengtong Lu, Caixia Yuan, Xiaojie Wang, Jiashen Sun, Ke Zeng, Guanglu Wan:
A Task-Oriented Dialog Model with Task-Progressive and Policy-Aware Pre-training. 3-15 - Zelin Wang, Ping Gong, Yibo Zhang, Jihao Gu, Xuanyuan Yang:
Retrieval-Augmented Knowledge-Intensive Dialogue. 16-28 - Pengfei Sun, Dingjie Song, Yawen Ouyang, Zhen Wu, Xinyu Dai:
Episode-Based Prompt Learning for Any-Shot Intent Detection. 29-41 - Baizhou Huang, Shikang Du, Xiaojun Wan:
CrossDial: An Entertaining Dialogue Dataset of Chinese Crosstalk. 42-53
Oral: Fundamentals of NLP
- Chuzhan Hao, Peng Zhang, Minghui Xie, Dongming Zhao:
Recurrent Transformers for Long Document Understanding. 57-68 - Rongying Li, Wenxiu Xie
, John Lee, Tianyong Hao:
SCA-CLS: A New Semantic-Context-Aware Framework for Community-Oriented Lexical Simplification. 69-81 - Yuemei Xu, Wanze Du, Ling Hu:
A Cross-lingual Sentiment Embedding Model with Semantic and Sentiment Joint Learning. 82-94 - Junjie Wang, Rui Peng, Yu Hong:
Learning to Attentively Represent Distinctive Information for Semantic Text Matching. 95-107
Oral: Information Extraction and Knowledge Graph
- Peng Wang, Xin Xie, Xiaohan Wang, Ningyu Zhang:
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings. 111-122 - Yichi Zhang, Zhuo Chen, Wen Zhang:
MACO: A Modality Adversarial and Contrastive Framework for Modality-Missing Multi-modal Knowledge Graph Completion. 123-134 - Wenjun Kong, Yamei Xia, Wenbin Yao, Tianbo Lu:
A Joint Entity and Relation Extraction Approach Using Dilated Convolution and Context Fusion. 135-146 - Sichen Liu, Shumin Shi, Dongyang Liu:
Interest Aware Dual-Channel Graph Contrastive Learning for Session-Based Recommendation. 147-158 - Yumiao Gao, Yizhi Ren, Jiawei Rao, Zuohua Chen, Qisen Xi, Haoda Wang, Dong Wang, Lifeng Yuan:
Chinese Event Causality Identification Based on Retrieval Enhancement. 159-170 - Aizihaierjiang Yusufu, Liu Jiang, Abidan Ainiwaer, Chong Teng, Aizierguli Yusufu, Fei Li, Donghong Ji:
UZNER: A Benchmark for Named Entity Recognition in Uzbek. 171-183 - Dong Zhu, Yao Lin, Le Wang, Yushun Xie, Jie Jiang, Zhaoquan Gu:
Evaluation Framework for Poisoning Attacks on Knowledge Graph Embeddings. 184-196 - Yongjie Wang, Minghao Hu, Xiantao Xu, Wei Luo, Zhunchen Luo:
Label-Guided Compressed Prototypical Network for Incremental Few-Shot Text Classification. 197-208 - Yiming Sun, Chenyang Li, Weihao Kong:
Auxiliary Information Enhanced Span-Based Model for Nested Named Entity Recognition. 209-221 - Yiyun Xiong, Mengwei Dai, Fei Li, Hao Fei, Bobo Li, Shengqiong Wu, Donghong Ji, Chong Teng:
DialogREC+: An Extension of DialogRE to Investigate How Much Coreference Helps Relation Extraction in Dialogs. 222-234 - Li Zheng, Fei Li, Yuyang Chai, Chong Teng, Donghong Ji:
A Bi-directional Multi-hop Inference Model for Joint Dialog Sentiment Classification and Act Recognition. 235-248 - Daojian Zeng, Jianling Zhu, Lincheng Jiang, Jianhua Dai:
Positive-Guided Knowledge Distillation for Document-Level Relation Extraction with Noisy Labeled Data. 249-260 - Yubo Feng, Lishuang Li, Yi Xiang, Xueyang Qin:
PromptCL: Improving Event Representation via Prompt Template and Contrastive Learning. 261-272 - Xinyu Liu, Feng Zhou, X. Y. Li:
RMGCN: Masked Graph Convolutional Networks for Relation-Aware Entity Alignment with Dangling Cases. 273-285 - Ying Mao, Xinran Xie, Lishun Wang, Zheyu Shi, Yong Zhong:
SymCoNLL: A Symmetry-Based Approach for Document Coreference Resolution. 286-297 - Xiyue Luo, Wenhan Chao, Xian Zhou, Lihong Wang, Zhunchen Luo:
What Makes a Charge? Identifying Charge-Discriminative Facts with Legal Elements. 298-310
Oral: Machine Learning for NLP
- Wenqing Huang, Jing Xiao:
A New Encoder Using Character and Word Feature Fusion for Chinese Math Word Problem Solving. 313-324 - Linyang Li, Yong Dai, Duyu Tang, Xipeng Qiu, Zelin Xu, Shuming Shi:
MarkBERT: Marking Word Boundaries Improves Chinese BERT. 325-336 - Xuan Cheng, Feng Zhou, Qing Wang, Yitong Wang, Yiting Wang:
MCVIE: An Effective Batch-Mode Active Learning for Multi-label Text Classification. 337-348 - Yaqi Chen, Hao Zhang, Xukui Yang, Wenlin Zhang, Dan Qu:
Task-Consistent Meta Learning for Low-Resource Speech Recognition. 349-360 - Jianbang Ding, Xuancheng Ren, Ruixuan Luo:
An Adaptive Learning Method for Solving the Extreme Learning Rate Problem of Transformer. 361-372
Oral: Machine Translation and Multilinguality
- Hui Huang, Shuangzhi Wu, Xinnian Liang, Bing Wang, Yanrui Shi, Peihao Wu, Muyun Yang, Tiejun Zhao:
Towards Making the Most of LLM for Translation Quality Estimation. 375-386 - Zongyuan Jiang, Jiapeng Wang, Jiahuan Cao, Xue Gao, Lianwen Jin:
Towards Better Translations from Classical to Modern Chinese: A New Dataset and a New Method. 387-399 - Tianxiang Hu, Pei Zhang, Baosong Yang, Jun Xie, Rui Wang:
Imitation Attacks Can Steal More Than You Think from Machine Translation Systems. 400-412 - Haoyu Xu, Xing Wang, Xiaolin Xing, Yu Hong:
Monolingual Denoising with Large Language Models for Low-Resource Machine Translation. 413-425
Oral: Multimodality and Explainability
- Yuelin Hu, Yuanwu Xu, Yuejie Zhang, Rui Feng, Tao Zhang, Xuequan Lu, Shang Gao:
CAMG: Context-Aware Moment Graph Network for Multimodal Temporal Activity Localization via Language. 429-441 - Guohui Ding, Qi Zhang, Shizhan Geng, Chunlong Fan:
Semantic Extension for Cross-Modal Retrieval of Medical Image-Diagnosis Report. 442-455 - Liyi Chen, Shuaipeng Liu, Hailei Yan, Jie Liu, Lijie Wen, Guanglu Wan:
ECOD: A Multi-modal Dataset for Intelligent Adjudication of E-Commerce Order Disputes. 456-468 - Zheng Ma, Changxin Wang, Bo Huang, Zixuan Zhu, Jianbing Zhang:
Bounding and Filling: A Fast and Flexible Framework for Image Captioning. 469-481
Oral: NLP Applications and Text Mining
- Xiaobin Lin, Jindian Su, Xugang Zhou, Xiaobin Ye, Dandan Ma:
ASKSpell: Adaptive Surface Knowledge Enhances Tokens' Semantic Representations for Chinese Spelling Check. 485-497 - Siye Chen, Chunmei Xie, Hang Wang, Shihan Ma, Yarong Liu, Qiuhui Shi, Wenkang Huang, Hongbin Wang:
Biomedical Entity Normalization Using Encoder Regularization and Dynamic Ranking Mechanism. 498-510 - Hengzhi Li, Shubin Cai, Zhong Ming:
Legal Judgment Prediction Incorporating Guiding Cases Matching. 511-523 - Xuan Sheng, Zhicheng Li, Zhaoyang Han, Xiangmao Chang, Piji Li:
Punctuation Matters! Stealthy Backdoor Attack for Language Models. 524-536 - Saihao Huang, Lijie Wang, Zhenghua Li, Zeyang Liu, Chenhui Dou, Fukang Yan, Xinyan Xiao, Hua Wu, Min Zhang:
SeSQL: A High-Quality Large-Scale Session-Level Chinese Text-to-SQL Dataset. 537-550 - Siqi Song, Qi Lv, Lei Geng, Ziqiang Cao, Guohong Fu:
RSpell: Retrieval-Augmented Framework for Domain Adaptive Chinese Spelling Check. 551-562 - Jiayang Chen, Qinliang Su:
Exploiting Multiple Features for Hash Codes Learning with Semantic-Alignment-Promoting Variational Auto-encoder. 563-575 - Yuzhe Cai, Shaoguang Mao, Chenshuo Wang, Tao Ge, Wenshan Wu, Yan Xia, Chanjin Zheng, Qiang Guan:
Enhancing Detailed Feedback to Chinese Writing Learners Using a Soft-Label Driven Approach and Tag-Aware Ranking Model. 576-587
Oral: Question Answering
- Tengxun Zhang, Hongfei Xu, Josef van Genabith, Deyi Xiong, Hongying Zan:
NAPG: Non-Autoregressive Program Generation for Hybrid Tabular-Textual Question Answering. 591-603 - Damai Dai, Wenbin Jiang, Jiyuan Zhang, Yajuan Lyu, Zhifang Sui, Baobao Chang:
Mixture-of-Experts for Biomedical Question Answering. 604-615 - Jingjing Wang, Jiamin Luo, Guodong Zhou:
Fine-Grained Question-Answer Matching via Sentence-Aware Contrastive Self-supervised Transfer. 616-628 - Lishuang Li, Huxiong Chen, Xueyang Qin, Zehao Wang, Jiangyuan Dong:
KARN: Knowledge Augmented Reasoning Network for Question Answering. 629-641
Oral: Large Language Models
- Fan Xu, Ziyun Zhu, Xiaojun Wan:
Creative Destruction: Can Language Models Interpret Oxymorons? 645-656 - Chi Liu, Haochun Wang, Nuwa Xi, Sendong Zhao, Bing Qin:
Global Prompt Cell: A Portable Control Module for Effective Prompt Tuning. 657-668 - Jiachun Li, Chenhao Wang, Yubo Chen, Kang Liu, Jun Zhao:
What Events Do Pre-trained Language Models Learn from Text? Probing Event-Based Commonsense Knowledge by Confidence Sorting. 669-681 - Guanting Dong, Jinxu Zhao, Tingfeng Hui, Daichi Guo, Wenlong Wang, Boqi Feng, Yueyan Qiu, Zhuoma Gongque, Keqing He, Zechen Wang, Weiran Xu:
Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task. 682-694 - Ning Wu, Ming Gong, Linjun Shou, Shining Liang, Daxin Jiang:
Large Language Models are Diverse Role-Players for Summarization Evaluation. 695-707 - Junjie Fang, Zhixing Tan, Xiaodong Shi:
COSYWA: Enhancing Semantic Integrity in Watermarking Natural Language Generation. 708-720
Oral: Summarization and Generation
- Lei Ju, Xiuwei Lv, Zhiqiang Wang, Zhangwang Miao:
Multi-step Review Generation Based on Masked Language Model for Cross-Domain Aspect-Based Sentiment Analysis. 723-735 - Mengting Hu, Xiaoqun Zhao, Jiaqi Wei, Jianfeng Wu, Xiaosu Sun, Zhengdan Li, Yike Wu, Yufei Sun, Yuzhi Zhang:
rT5: A Retrieval-Augmented Pre-trained Model for Ancient Chinese Entity Description Generation. 736-748 - Dawei Zhu, Wenhao Wu, Sujian Li:
Probing Bilingual Guidance for Cross-Lingual Summarization. 749-760 - Fanyi Qu, Che Wang, Yunfang Wu:
Accurate, Diverse and Multiple Distractor Generation with Mixture of Experts. 761-773 - Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li:
Improve the Diversity and Novelty for Open-Ended Neural Text Generation via Inverse Probability Weighting. 774-785
Poster: Dialogue Systems
- Zijian Lin, Beizhang Guo, Tianyuan Shi, Yunhao Li, Xiaojun Quan, Liangzhi Li:
A Unified Generation Approach for Robust Dialogue State Tracking. 789-801 - Fanfan Du, Meiling Liu, Tiejun Zhao, Shafqat Ail:
An Explicit-Memory Few-Shot Joint Learning Model. 802-813 - Leyi Lao, Peijie Huang, Zhanbiao Zhu, Hanlin Liu, Peiyi Lian, Yuhong Xu:
A Noise-Removal of Knowledge Graph Framework for Profile-Based Spoken Language Understanding. 814-826 - Jiawen Liu, Kan Li:
Bilevel Scheduled Sampling for Dialogue Generation. 827-839 - Jiong Yu, Sixing Wu, Shuoxin Wang, Haoseng Lai, Wei Zhou:
Dial-QP: A Multi-tasking and Keyword-Guided Approach for Enhancing Conversational Query Production. 840-852 - Huijie Wang, Ruifang He, Yungang Jia, Jing Xu, Bo Wang:
Discourse Relation-Aware Multi-turn Dialogue Response Generation. 853-865
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