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20th CCL 2021, Hohhot, China
- Sheng Li, Maosong Sun, Yang Liu, Hua Wu, Kang Liu, Wanxiang Che, Shizhu He, Gaoqi Rao:
Chinese Computational Linguistics - 20th China National Conference, CCL 2021, Hohhot, China, August 13-15, 2021, Proceedings. Lecture Notes in Computer Science 12869, Springer 2021, ISBN 978-3-030-84185-0
Machine Translation and Multilingual Information Processing
- Xuewen Shi
, Heyan Huang, Ping Jian, Yi-Kun Tang:
Reducing Length Bias in Scoring Neural Machine Translation via a Causal Inference Method. 3-15 - Xiaoning Jia, Hongxu Hou, Nier Wu, Haoran Li, Xin Chang:
Low-Resource Machine Translation Based on Asynchronous Dynamic Programming. 16-28
Minority Language Information Processing
- Qimeng Yang, Long Yu
Uyghur Metaphor Detection via Considering Emotional Consistency. 31-44 - Feiyu Li, Yahui Zhao, Feiyang Yang, Rongyi Cui:
Incorporating Translation Quality Estimation into Chinese-Korean Neural Machine Translation. 45-57
Social Computing and Sentiment Analysis
- Xianwei Guo, Hua Lai, Yan Xiang, Zhengtao Yu, Yuxin Huang:
Emotion Classification of COVID-19 Chinese Microblogs Based on the Emotion Category Description. 61-76 - Xiangju Li, Shi Feng, Yifei Zhang, Daling Wang:
Multi-level Emotion Cause Analysis by Multi-head Attention Based Multi-task Learning. 77-93
Text Generation and Summarization
- Quanye Jia, Rui Liu, Jianying Lin:
Using Query Expansion in Manifold Ranking for Query-Oriented Multi-document Summarization. 97-111 - Ximing Zhang, Ruifang Liu:
Jointly Learning Salience and Redundancy by Adaptive Sentence Reranking for Extractive Summarization. 112-126 - Xiachong Feng, Xiaocheng Feng, Bing Qin:
Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks. 127-142
Information Retrieval, Dialogue and Question Answering
- Xin Jia, Hao Wang, Dawei Yin, Yunfang Wu:
Enhancing Question Generation with Commonsense Knowledge. 145-160 - Zhixing Tian, Yuanzhe Zhang, Kang Liu, Jun Zhao:
Topic Knowledge Acquisition and Utilization for Machine Reading Comprehension in Social Media Domain. 161-176 - Yanan Shi, Yanxin Tan, Fangxiang Feng, Chunping Zheng, Xiaojie Wang:
Category-Based Strategy-Driven Question Generator for Visual Dialogue. 177-192 - Fangchao Liu, Xinyan Xiao, Lingyong Yan, Hongyu Lin, Xianpei Han, Dai Dai, Hua Wu, Le Sun:
From Learning-to-Match to Learning-to-Discriminate: Global Prototype Learning for Few-shot Relation Classification. 193-208 - Xiaoyan Yu, Qingbin Liu, Shizhu He, Kang Liu, Shengping Liu, Jun Zhao, Yongbin Zhou:
Multi-strategy Knowledge Distillation Based Teacher-Student Framework for Machine Reading Comprehension. 209-225 - Zhang Wan, Keming Chen, Yujie Zhang, Jinan Xu, Yufeng Chen:
LRRA: A Transparent Neural-Symbolic Reasoning Framework for Real-World Visual Question Answering. 226-236
Linguistics and Cognitive Science
- Yihan Zhou:
Meaningfulness and Unit of Zipf's Law: Evidence from Danmu Comments. 239-253
Language Resource and Evaluation
- Yi Cheng
Unifying Discourse Resources with Dependency Framework. 257-267 - Hanyu Zhao, Sha Yuan, Jiahong Leng, Xiang Pan, Zhao Xue, Quanyue Ma, Yangxiao Liang:
A Chinese Machine Reading Comprehension Dataset Automatic Generated Based on Knowledge Graph. 268-279 - Gulinigeer Abudouwaili, Kahaerjiang Abiderexiti, Jiamila Wushouer, Yunfei Shen, Turenisha Maimaitimin, Tuergen Yibulayin:
Morphological Analysis Corpus Construction of Uyghur. 280-293
Knowledge Graph and Information Extraction
- Tianran Li, Erguang Yang, Yujie Zhang, Jinan Xu, Yufeng Chen:
Improving Entity Linking by Encoding Type Information into Entity Embeddings. 297-307 - Renze Lou, Fan Zhang, Xiaowei Zhou, Yutong Wang, Minghui Wu, Lin Sun:
A Unified Representation Learning Strategy for Open Relation Extraction with Ranked List Loss. 308-323 - Tielin Shen, Daling Wang, Shi Feng, Yifei Zhang:
NS-Hunter: BERT-Cloze Based Semantic Denoising for Distantly Supervised Relation Classification. 324-340 - Yangxiao Xiang, Chenliang Li:
A Trigger-Aware Multi-task Learning for Chinese Event Entity Recognition. 341-354 - Wenjing Zhu, Jian Liu, Jinan Xu, Yufeng Chen, Yujie Zhang:
Improving Low-Resource Named Entity Recognition via Label-Aware Data Augmentation and Curriculum Denoising. 355-370 - Wei Chen, Xiaoying Chen, Shengwu Xiong:
Global Entity Alignment with Gated Latent Space Neighborhood Aggregation. 371-384
NLP Applications
- Han Zhang
Few-Shot Charge Prediction with Multi-grained Features and Mutual Information. 387-403 - Lian Zhou, Yangdong Chen, Yuejie Zhang:
Sketchy Scene Captioning: Learning Multi-level Semantic Information from Sparse Visual Scene Cues. 404-418 - Dehua Chen, Keting Zhong, Jianrong He:
BDCN: Semantic Embedding Self-explanatory Breast Diagnostic Capsules Network. 419-433 - Dan Liu, Zhichang Zhang, Hui Peng, Ruirui Han:
GCN with External Knowledge for Clinical Event Detection. 434-449 - Yupei Wang, Renfen Hu:
A Prompt-Independent and Interpretable Automated Essay Scoring Method for Chinese Second Language Writing. 450-470 - Zhuang Liu, Wayne Lin, Ya Shi, Jun Zhao:
A Robustly Optimized BERT Pre-training Approach with Post-training. 471-484
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