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NLPCC 2022: Guilin, China - Part I
- Wei Lu
, Shujian Huang, Yu Hong, Xiabing Zhou:
Natural Language Processing and Chinese Computing - 11th CCF International Conference, NLPCC 2022, Guilin, China, September 24-25, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13551, Springer 2022, ISBN 978-3-031-17119-2
Fundamentals of NLP (Oral)
- Wenbiao Li, Rui Sun, Yunfang Wu:
Exploiting Word Semantics to Enrich Character Representations of Chinese Pre-trained Models. 3-15 - Lujia Bao, Xiaoshuai Chen, Junwen Ren, Yujia Liu, Chao Qi:
PGBERT: Phonology and Glyph Enhanced Pre-training for Chinese Spelling Correction. 16-28 - Jialu Qi, Yanqiu Shao, Wei Li, Zizhuo Shen:
MCER: A Multi-domain Dataset for Sentence-Level Chinese Ellipsis Resolution. 29-42 - Qiang Zhu, Kedong Wang, Fang Kong:
Two-Layer Context-Enhanced Representation for Better Chinese Discourse Parsing. 43-54 - Runmin Jiang
How Effective and Robust is Sentence-Level Data Augmentation for Named Entity Recognition? 55-66
Machine Translation and Multilinguality (Oral)
- Nini Xiao, Huaao Zhang, Chang Jin, Xiangyu Duan:
Random Concatenation: A Simple Data Augmentation Method for Neural Machine Translation. 69-80 - Dongyang Hu, Junhui Li:
Contrastive Learning for Robust Neural Machine Translation with ASR Errors. 81-91 - Ziyan Yang
An Enhanced New Word Identification Approach Using Bilingual Alignment. 92-104
Machine Learning for NLP (Oral)
- Zhengjia Dan
Multi-task Learning with Auxiliary Cross-attention Transformer for Low-Resource Multi-dialect Speech Recognition. 107-118 - Mingxi Tan, Alexis Rolland, Andong Tian:
Regularized Contrastive Learning of Semantic Search. 119-130 - Yunzhi Yao, Shaohan Huang, Li Dong, Furu Wei, Huajun Chen, Ningyu Zhang:
Kformer: Knowledge Injection in Transformer Feed-Forward Layers. 131-143 - Yi Yang, Chen Zhang, Benyou Wang, Dawei Song:
Doge Tickets: Uncovering Domain-General Language Models by Playing Lottery Tickets. 144-156
Information Extraction and Knowledge Graph (Oral)
- Hang Yan, Yu Sun, Junqi Dai, Xiangkun Hu, Qipeng Guo, Xipeng Qiu, Xuanjing Huang:
BART-Reader: Predicting Relations Between Entities via Reading Their Document-Level Context Information. 159-171 - Cuiyun Han, Jinchuan Zhang
DuEE-Fin: A Large-Scale Dataset for Document-Level Event Extraction. 172-183 - Liang Wang, Peifeng Li, Qiaoming Zhu:
Temporal Relation Extraction on Time Anchoring and Negative Denoising. 184-196 - Zuohua Chen
Label Semantic Extension for Chinese Event Extraction. 197-208 - Jiang Li
QuatSE: Spherical Linear Interpolation of Quaternion for Knowledge Graph Embeddings. 209-220 - Meiling Wang, Min Li, Kewei Sun, Zhirong Hou:
Entity Difference Modeling Based Entity Linking for Question Answering over Knowledge Graphs. 221-233 - XianKun Zhang, Siyuan Peng:
BG-EFRL: Chinese Named Entity Recognition Method and Application Based on Enhanced Feature Representation. 234-245 - Tiesen Sun, Lishuang Li:
TEMPLATE: TempRel Classification Model Trained with Embedded Temporal Relation Knowledge. 246-258 - Lishuang Li, Zehao Wang, Xueyang Qin, Hongbin Lu:
Dual Interactive Attention Network for Joint Entity and Relation Extraction. 259-271 - Dandan Zhao, Pan Zhang, Jiana Meng, Yue Wu:
Adversarial Transfer Learning for Named Entity Recognition Based on Multi-Head Attention Mechanism and Feature Fusion. 272-284 - Qianglong Chen, Xiangji Zeng, Jiangang Zhu, Yin Zhang, Bojia Lin, Yang Yang, Daxin Jiang
Rethinking the Value of Gazetteer in Chinese Named Entity Recognition. 285-297 - Yongjie Qi, Hongchao Ma, Lulu Shi, Hongying Zan, Qinglei Zhou:
Adversarial Transfer for Classical Chinese NER with Translation Word Segmentation. 298-310 - Shenpo Dong, Wei Yu, Hongkui Tu, Xiaodong Wang, Yunyan Zhou, Haili Li, Jie Zhou, Tao Chang:
ArgumentPrompt: Activating Multi-category of Information for Event Argument Extraction with Automatically Generated Prompts. 311-323
Summarization and Generation (Oral)
- Zhen Zhang, Junhui Li:
Topic-Features for Dialogue Summarization. 327-338 - Zhiguang Gao, Feng Jiang, Xiaomin Chu, Peifeng Li:
Adversarial Fine-Grained Fact Graph for Factuality-Oriented Abstractive Summarization. 339-351 - Wentao Qin, Dongyan Zhao:
Retrieval, Selection and Writing: A Three-Stage Knowledge Grounded Storytelling Model. 352-363 - Tang Xue, Yuran Zhao, Gongshen Liu, Xiaoyong Li:
An Adversarial Approach for Unsupervised Syntax-Guided Paraphrase Generation. 364-376 - Jiaying Xie, Kai Dang, Jie Liu:
Online Self-boost Learning for Chinese Grammatical Error Correction. 377-389
Question Answering (Oral)
- Xue Liu, Fang Kong:
Coarse-to-Fine Retriever for Better Open-Domain Question Answering. 393-404 - Xi Zhao, Tingrui Zhang, Yuxiao Lu, Guiquan Liu:
LoCSGN: Logic-Contrast Semantic Graph Network for Machine Reading Comprehension. 405-417 - Yao Xiao, Guangyou Zhou, Jin Liu:
Modeling Temporal-Sensitive Information for Complex Question Answering over Knowledge Graphs. 418-430 - Haowei Du, Quzhe Huang, Chen Zhang, Dongyan Zhao:
Knowledge-Enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering. 431-444
Dialogue Systems (Oral)
- Wenge Liu, Jianheng Tang, Yi Cheng, Wenjie Li, Yefeng Zheng, Xiaodan Liang:
MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue Generation. 447-459 - Junjun Kang, Fang Kong:
DialogueTRGAT: Temporal and Relational Graph Attention Network for Emotion Recognition in Conversations. 460-472 - Zhen Li, Jiazhan Feng, Chongyang Tao, Dongyan Zhao:
Training Two-Stage Knowledge-Grounded Dialogues with Attention Feedback. 473-484 - Shuai Cao, Yuxiang Jia
Generating Emotional Responses with DialoGPT-Based Multi-task Learning. 485-496
Social Media and Sentiment Analysis (Oral)
- Jinglin Wang, Fang Ma, Yazhou Zhang, Dawei Song:
A Multibias-Mitigated and Sentiment Knowledge Enriched Transformer for Debiasing in Multimodal Conversational Emotion Recognition. 499-512 - Fang Ma, Chen Zhang, Bo Zhang, Dawei Song:
Aspect-Specific Context Modeling for Aspect-Based Sentiment Analysis. 513-526 - Zefeng Li, Hongfei Lin, Liang Yang, Bo Xu, Shaowu Zhang:
Memeplate: A Chinese Multimodal Dataset for Humor Understanding in Meme Templates. 527-538 - Jiajia Wang, Hongying Zan, Yingjie Han, Juan Cao:
FuncSA: Function Words-Guided Sentiment-Aware Attention for Chinese Sentiment Analysis. 539-550 - Yuyang Chai, Chong Teng, Hao Fei, Shengqiong Wu, Jingye Li, Ming Cheng, Donghong Ji, Fei Li:
Prompt-Based Generative Multi-label Emotion Prediction with Label Contrastive Learning. 551-563 - Tonghui Zhang, Changfei Dong, Jinsong Su, Haiying Zhang, Yuzheng Li:
Unimodal and Multimodal Integrated Representation Learning via Improved Information Bottleneck for Multimodal Sentiment Analysis. 564-576 - Baopu Qiu, Lin Shang:
Learning Emotion-Aware Contextual Representations for Emotion-Cause Pair Extraction. 577-590
NLP Applications and Text Mining (Oral)
- Hanqing Tao
Teaching Text Classification Models Some Common Sense via Q &A Statistics: A Light and Transplantable Approach. 593-605 - Long Yu
Generative Text Steganography via Multiple Social Network Channels Based on Transformers. 606-617 - Yingqi Zhang, Wenjun Ma, Yuncheng Jiang:
MGCN: A Novel Multi-Graph Collaborative Network for Chinese NER. 618-630 - Yan Fang, Jingtao Zhan, Yiqun Liu, Jiaxin Mao, Min Zhang, Shaoping Ma:
Joint Optimization of Multi-vector Representation with Product Quantization. 631-642 - Yitong Wang, Xue Han, Feng Zhou, Yiting Wang, Chao Deng, Junlan Feng:
Distill-AER: Fine-Grained Address Entity Recognition from Spoken Dialogue via Knowledge Distillation. 643-655 - Xin Wang
KGAT: An Enhanced Graph-Based Model for Text Classification. 656-668 - Kai Kang
Automatic Academic Paper Rating Based on Modularized Hierarchical Attention Network. 669-681 - Yundi Shi, Piji Li, Changchun Yin
PromptAttack: Prompt-Based Attack for Language Models via Gradient Search. 682-693 - Jingpei Dan, Xiaoshuang Liao, Lanlin Xu, Weixuan Hu, Tianyuan Zhang:
A Joint Label-Enhanced Representation Based on Pre-trained Model for Charge Prediction. 694-705 - Ruina Bai, Ruizhang Huang, Yongbin Qin, Yanping Chen:
Multi-view Document Clustering with Joint Contrastive Learning. 706-719
Multimodality and Explainability (Oral)
- Chuanlei Zhang, Hongwei Zhao, Bo Wang, Wei Wang, Ting Ke, Jianrong Li:
A Multi-step Attention and Multi-level Structure Network for Multimodal Sentiment Analysis. 723-735 - Kanzhi Cheng, Zheng Ma, Shi Zong, Jianbing Zhang, Xinyu Dai, Jiajun Chen:
ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora. 736-748 - Shaozu Yuan, Xin Shen, Yuming Zhao, Hang Liu, Zhiling Yan, Ruixue Liu, Meng Chen:
MCIC: Multimodal Conversational Intent Classification for E-commerce Customer Service. 749-761
Fundamentals of NLP (Poster)
- Yalei Liu, Lingling Mu, Hongying Zan:
KBRTE: A Deep Learning Model for Chinese Textual Entailment Recognition Based on Synonym Expansion and Sememe Enhancement. 765-777
Information Extraction and Knowledge Graph (Poster)
- Cheng Yang, Jie Ding:
Emotion-Cause Pair Extraction via Transformer-Based Interaction Model with Text Capsule Network. 781-793
Summarization and Generation (Poster)
- Zhiguang Gao, Feng Jiang, Xiaomin Chu, Peifeng Li:
Employing Internal and External Knowledge to Factuality-Oriented Abstractive Summarization. 797-809 - Shiqi Guo, Yumeng Si, Jing Zhao:
Abstractive Summarization Model with Adaptive Sparsemax. 810-821 - Mingyue Han, Ruifang He, Huijie Wang:
Hierarchical Planning of Topic-Comment Structure for Paper Abstract Writing. 822-834
Question Answering (Poster)
- Qian Chen, Xiaoying Gao, Xin Guo, Suge Wang:
Deep Structure-Aware Approach for QA Over Incomplete Knowledge Bases. 837-849 - Fulai Nan, Jin Wang, Xuejie Zhang:
An On-Device Machine Reading Comprehension Model with Adaptive Fast Inference. 850-862
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