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21st CCL 2022, Nanchang, China
- Maosong Sun, Yang Liu, Wanxiang Che, Yang Feng, Xipeng Qiu, Gaoqi Rao, Yubo Chen
:
Chinese Computational Linguistics - 21st China National Conference, CCL 2022, Nanchang, China, October 14-16, 2022, Proceedings. Lecture Notes in Computer Science 13603, Springer 2022, ISBN 978-3-031-18314-0
Linguistics and Cognitive Science
- Da Qi
, Chenliang Zhou
, Haitao Liu
:
Discourse Markers as the Classificatory Factors of Speech Acts. 3-16
Fundamental Theory and Methods of Computational Linguistics
- Kexin Jiang, Yahui Zhao, Rongyi Cui:
DIFM: An Effective Deep Interaction and Fusion Model for Sentence Matching. 19-30 - Meng Sun, Degen Huang:
ConIsI: A Contrastive Framework with Inter-sentence Interaction for Self-supervised Sentence Representation. 31-47
Information Retrieval, Dialogue and Question Answering
- Shan Wu, Bo Chen, Xianpei Han, Le Sun:
Data Synthesis and Iterative Refinement for Neural Semantic Parsing without Annotated Logical Forms. 51-65 - Anni Zou
, Zhuosheng Zhang
, Hai Zhao
:
EventBERT: Incorporating Event-Based Semantics for Natural Language Understanding. 66-80 - Jun Zhao, Yuan Hu, Nuo Xu, Tao Gui, Qi Zhang, Yunwen Chen, Xiang Gao:
An Exploration of Prompt-Based Zero-Shot Relation Extraction Method. 81-95 - Jun Zhao, Yongxin Zhang, Nuo Xu, Tao Gui, Qi Zhang, Yunwen Chen, Xiang Gao:
Abstains from Prediction: Towards Robust Relation Extraction in Real World. 96-111 - Minghui Zou, Rui Pan, Sai Zhang, Xiaowang Zhang
:
Using Extracted Emotion Cause to Improve Content-Relevance for Empathetic Conversation Generation. 112-129
Text Generation and Summarization
- Zheng Zhao
, Pinzhen Chen
:
To Adapt or to Fine-Tune: A Case Study on Abstractive Summarization. 133-146
Knowledge Graph and Information Extraction
- Xiaojing Du, Yuxiang Jia
, Hongying Zan:
MRC-Based Medical NER with Multi-task Learning and Multi-strategies. 149-162 - Xiong Xiong, Yunfei Liu, Anqi Liu, Shuai Gong, Shengyang Li:
A Multi-Gate Encoder for Joint Entity and Relation Extraction. 163-179 - Tiesen Sun, Lishuang Li:
Improving Event Temporal Relation Classification via Auxiliary Label-Aware Contrastive Learning. 180-193
Machine Translation and Multilingual Information Processing
- Chunyou Li, Hui Di, Hui Huang, Kazushige Ouchi, Yufeng Chen, Jian Liu, Jinan Xu:
Towards Making the Most of Pre-trained Translation Model for Quality Estimation. 197-211 - Shuaibo Wang, Hui Di, Hui Huang, Siyu Lai, Kazushige Ouchi, Yufeng Chen, Jinan Xu:
Supervised Contrastive Learning for Cross-Lingual Transfer Learning. 212-225
Minority Language Information Processing
- Yutao Peng
, Weihua Wang
, Feilong Bao
:
Interactive Mongolian Question Answer Matching Model Based on Attention Mechanism in the Law Domain. 229-244
Language Resource and Evaluation
- Mucheng Ren
, Heyan Huang
, Yuxiang Zhou
, Qianwen Cao
, Yuan Bu, Yang Gao
:
TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing. 247-263 - Jiaxin Yuan, Cunliang Kong, Chenhui Xie, Liner Yang, Erhong Yang:
COMPILING: A Benchmark Dataset for Chinese Complexity Controllable Definition Generation. 264-277
NLP Applications
- Zhao Yang, Yuanzhe Zhang, Zhongtao Jiang, Yiming Ju, Jun Zhao, Kang Liu:
Can We Really Trust Explanations? Evaluating the Stability of Feature Attribution Explanation Methods via Adversarial Attack. 281-297 - Junyi He, Junbin Zhuang, Xia Li:
Dynamic Negative Example Construction for Grammatical Error Correction Using Contrastive Learning. 298-313 - Guoding Xiong
, Yongmei Zhou
, Deheng Wang
, Zhouhao Ouyang
:
SPACL: Shared-Private Architecture Based on Contrastive Learning for Multi-domain Text Classification. 314-324 - Peiqi Yan, Jiangxu Wu:
Low-Resource Named Entity Recognition Based on Multi-hop Dependency Trigger. 325-334 - Yangjia Zheng, Xia Li, Junteng Ma, Yuan Chen:
Fundamental Analysis Based Neural Network for Stock Movement Prediction. 335-350
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