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ใFeatured Publicationsใ |
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Pre-Training with Whole Word Masking for Chinese BERT |
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang. |
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), Vol.29. 2021. [J] |
TLDR: This paper proposed a series of Chinese pre-trained language models with thorough evaluations. |
๐ Been selected as one of the ESI Highly Cited Papers in Engineering by Clarivateโข. |
๐ Been selected as one of Top-25 Downloaded Papers in IEEE Signal Processing Society (2021-2022). |
๐ PDF
๐ Bib
IEEE Xplore
Chinese-BERT-wwm
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Attention-over-Attention Neural Networks for Reading Comprehension |
Yiming Cui, Zhipeng Chen, Si Wei, Shijin Wang, Ting Liu, Guoping Hu. |
In Proceedings of ACL 2017 [C] |
TLDR: This paper proposes two-stream attention network (i.e., AoA) for machine reading comprehension. |
๐ This paper has been selected as one of the Most Influential ACL 2017 Paper (Top 11) by Paper Digest. |
๐ PDF
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๐ชง Slides
ACL Anthology
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Multilingual Multi-Aspect Explainability Analyses on Machine Reading Comprehension Models |
Yiming Cui, Wei-Nan Zhang, Wanxiang Che, Ting Liu, Zhigang Chen, Shijin Wang. |
iScience, Vol.25. 2022. [J] |
TLDR: This paper performs quantitative explainability analyses on MRC models in a multi-lingual, multi-aspect ways. |
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mrc-model-analysis
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HFL at SemEval-2022 Task 8: A Linguistics-inspired Regression Model with Data Augmentation for Multilingual News Similarity |
Zihang Xu, Ziqing Yang, Yiming Cui, Zhigang Chen. |
The 16th International Workshop on Semantic Evaluation (SemEval 2022) [W] |
TLDR: This paper describes our winning system of SemEval-2022 Task 8. |
๐ This paper has been selected as one of the "Best Paper Honorable Mention Award" at SemEval-2022. |
๐ PDF
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ACL Anthology
SemEval2022-Task8-TonyX
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ใ2023ใ |
Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca
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Gradient-based Intra-attention Pruning on Pre-trained Language Models
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IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning
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Zihang Xu, Ziqing Yang, Yiming Cui, Shijin Wang.
Findings of ACL 2023 [C]
๐ Bib
GitHub
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MiniRBT: A Two-stage Distilled Small Chinese Pre-trained Model
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Xin Yao, Ziqing Yang, Yiming Cui, Shijin Wang.
arXiv pre-print: 2304.00717
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arXiv
GitHub
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ใ2022ใ |
LERT: A Linguistically-motivated Pre-trained Language Model
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Yiming Cui, Wanxiang Che, Shijin Wang, Ting Liu.
arXiv pre-print: 2211.05344
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arXiv
GitHub
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Visualizing Attention Zones in Machine Reading Comprehension Models
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Yiming Cui, Wei-Nan Zhang, Ting Liu.
STAR Protocols, Vol.3 [J]
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Multilingual Multi-Aspect Explainability Analyses on Machine Reading Comprehension Models
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Yiming Cui, Wei-Nan Zhang, Wanxiang Che, Ting Liu, Zhigang Chen, Shijin Wang.
iScience, Vol.25 [J]
๐ Bib
GitHub
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ExpMRC: Explainability Evaluation for Machine Reading Comprehension
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Teaching Machines to Read, Answer and Explain
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Yiming Cui, Ting Liu, Wanxiang Che, Zhigang Chen, Shijin Wang.
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), Vol.30 [J]
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arXiv
IEEE Xplore
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PERT: Pre-training BERT with Permuted Language Model
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Interactive Gated Decoder for Machine Reading Comprehension
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Yiming Cui, Wanxiang Che, Ziqing Yang, Ting Liu, et al.
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Vol.21 [J]
๐ Bib
ACM DL
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A Static and Dynamic Attention Framework for Multi Turn Dialogue Generation
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Wei-Nan Zhang, Yiming Cui, Kaiyan Zhang, Yifa Wang, Qingfu Zhu, Lingzhi Li, Ting Liu.
ACM Transactions on Information Systems (TOIS) [J]
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ACM DL
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TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models
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Cross-Lingual Text Classification with Multilingual Distillation and Zero-Shot-Aware Training
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Ziqing Yang, Yiming Cui, Zhigang Chen, Shijin Wang.
arXiv pre-print: 2202.13654
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arXiv
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CINO: A Chinese Minority Pre-trained Language Model
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HFL at SemEval-2022 Task 8: A Linguistics-inspired Regression Model with Data Augmentation for Multilingual News Similarity
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Zihang Xu, Ziqing Yang, Yiming Cui, Zhigang Chen.
SemEval 2022 [W]
๐ Bib
ACL Anthology
GitHub
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๐ This paper is recognized as "Best Paper Honorable Mention" at SemEval-2022, describes the winning system of SemEval 2022 Task 8.
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HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection
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Zheng Chu, Ziqing Yang, Yiming Cui, Zhigang Chen, Ming Liu.
The 16th International Workshop on Semantic Evaluation (SemEval 2022) [W]
๐ Bib
ACL Anthology
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๐ This paper describes the winning system of SemEval 2022 Task 2 (Subtask A, one-shot).
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Augmented and challenging datasets with multi-step reasoning and multi-span questions for Chinese judicial reading comprehension
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Qingye Meng, Ziyue Wang, Hang Chen, Xianzhen Luo, Baoxin Wang, Zhipeng Chen, Yiming Cui, Dayong Wu, Zhigang Chen, Shijin Wang.
AI Open, Vol.3 [J]
๐ Bib
ScienceDirect
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ใ2021ใ |
Pre-Training with Whole Word Masking for Chinese BERT
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Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang.
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), Vol.29 [J]
๐ Bib
IEEE Xplore
GitHub
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๐ This paper has been selected as one of the ESI Highly Cited Papers (by Clarivateโข) in Engineering.
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Adversarial Training for Machine Reading Comprehension with Virtual Embeddings
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Ziqing Yang, Yiming Cui, Chenglei Si, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu.
*SEM 2021 [W]
๐ Bib
ACL Anthology
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Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering
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Nan Shao, Yiming Cui, Ting Liu, Shijin Wang, Guoping Hu.
arXiv pre-print: 2102.03741.
๐ Bib
arXiv
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๐ Natural Language Processing: A Pre-trained Model Approach (่ช็ถ่ฏญ่จๅค็๏ผๅบไบ้ข่ฎญ็ปๆจกๅ็ๆนๆณ)
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Benchmarking Robustness of Machine Reading Comprehension Models
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Bilingual Alignment Pre-training for Zero-shot Cross-lingual Transfer
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Ziqing Yang, Wentao Ma, Yiming Cui, Jiani Ye, Wanxiang Che, Shijin Wang.
MRQA 2021 [W]
๐ Bib
ACL Anthology
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ใ2020ใ |
Discriminative Sentence Modeling for Story Ending Prediction
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A Sentence Cloze Dataset for Chinese Machine Reading Comprehension
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Revisiting Pre-Trained Models for Chinese Natural Language Processing
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CharBERT: Character-aware Pre-trained Language Model
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Is Graph Structure Necessary for Multi-hop Question Answering?
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Conversational Word Embedding for Retrieval-based Dialog System
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TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing
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Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting
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ใ2019ใ |
Cross-Lingual Machine Reading Comprehension
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A Span-Extraction Dataset for Chinese Machine Reading Comprehension
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Contextual Recurrent Units for Cloze-style Reading Comprehension
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Yiming Cui, Wei-Nan Zhang, Wanxiang Che, Ting Liu, Zhipeng Chen, Shijin Wang, Guoping Hu.
arXiv pre-print: 1911.05960
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arXiv
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Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions
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TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-based Chatbots
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Improving Machine Reading Comprehension via Adversarial Training
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Ziqing Yang, Yiming Cui, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu.
arXiv pre-print: 1911.03614
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arXiv
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Exploiting Persona Information for Diverse Generation of Conversational Responses
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CJRC: A Reliable Human-Annotated Benchmark DataSet for Chinese Judicial Reading Comprehension
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Xingyi Duan, Baoxin Wang, Ziyue Wang, Wentao Ma, Yiming Cui, Dayong Wu, Shijin Wang, Ting Liu, Tianxiang Huo, Zhen Hu, Heng Wang, Zhiyuan Liu.
CCL 2019 [C]
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arXiv
GitHub
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ใ2018ใ |
Dataset for the First Evaluation on Chinese Machine Reading Comprehension
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Context-Sensitive Generation of Open-Domain Conversational Responses
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Wei-Nan Zhang, Yiming Cui, Yifa Wang, Qingfu Zhu, Lingzhi Li, Lianqiang Zhou, Ting Liu.
COLING 2018 [C]
๐ Bib
ACL Anthology
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HFL-RC System at SemEval-2018 Task 11: Hybrid Multi-Aspects Model for Commonsense Reading Comprehension
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Zhipeng Chen, Yiming Cui*, Wentao Ma, Shijin Wang, Ting Liu, Guoping Hu.
arXiv pre-print: 1803.05655
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arXiv
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A Car Manual Question Answering System based on Neural Network (ๅบไบ็ฅ็ป็ฝ็ป็ๆฑฝ่ฝฆ่ฏดๆไนฆ้ฎ็ญ็ณป็ป)
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Le Qi, Yu Zhang, Wentao Ma, Yiming Cui, Shijin Wang, Ting Liu.
Journal of Shanxi University (Natural Science Edition) [J]
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ใ2017ใ |
Attention-over-Attention Neural Networks for Reading Comprehension
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Yiming Cui, Zhipeng Chen, Si Wei, Shijin Wang, Ting Liu, Guoping Hu.
ACL 2017 [C]
๐ Bib
๐ชง Slides
ACL Anthology
- ๐ This paper has been selected as one of the Most Influential ACL 2017 Papers (Top 11) by Paper Digest.
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The Brilliant Chinese Achievements in SQuAD Challenge (ๆฏๅฆ็ฆSQuADๆๆ่ต็ไธญๅฝไบฎไธฝๆฆๅ)
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Yiming Cui, Ting Liu, Shijin Wang, Zhipeng Chen, Wentao Ma, Guoping Hu.
Communication of CCF [M]
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Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution
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ใ2016ใ |
Consensus Attention-based Neural Networks for Chinese Reading Comprehension
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LSTM Neural Reordering Feature for Statistical Machine Translation
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ใBefore 2016ใ |
Augmenting Phrase Table by Employing Lexicons for Pivot-based SMT
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Yiming Cui, Conghui Zhu, Xiaoning Zhu, Tiejun Zhao.
arXiv pre-print: 1512.00170
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arXiv
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Context-extended Phrase Reordering Model for Pivot-based Statistical Machine Translation
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The USTC Machine Translation System for IWSLT2014
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Phrase Table Combination Deficiency Analyses in Pivot-based SMT
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Yiming Cui, Conghui Zhu, Xiaoning Zhu, Tiejun Zhao, Dequan Zheng.
NLDB 2013 [C]
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Springer
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The HIT-LTRC Machine Translation System for IWSLT 2012
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Notations:
[J]ournal,
[C]onference,
[W]orkshop,
[B]ook,
[M]agazine
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