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Viewing Publication 1 - 100 from 338

2023

Full-Scale Information Diffusion Prediction With Reinforced Recurrent NetworksCheng Yang 0002, Hao Wang, Jian Tang 0005, Chuan Shi, Maosong Sun, Ganqu Cui, Zhiyuan Liu 0001. tnn, 34(5):2271-2283, May 2023. [doi]

Stochastic Bridges as Effective Regularizers for Parameter-Efficient TuningWeize Chen, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou. acl 2023: 10400-10420 [doi]

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation FrameworkYangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji. acl 2023: 9607-9632 [doi]

Weakly Supervised Vision-and-Language Pre-training with Relative RepresentationsChi Chen, Peng Li, Maosong Sun, Yang Liu. acl 2023: 8341-8355 [doi]

Decoder Tuning: Efficient Language Understanding as DecodingGanqu Cui, Wentao Li, Ning Ding, Longtao Huang, Zhiyuan Liu, Maosong Sun. acl 2023: 15072-15087 [doi]

Won't Get Fooled Again: Answering Questions with False PremisesShengding Hu, Yifan Luo, Huadong Wang, Xingyi Cheng, Zhiyuan Liu, Maosong Sun. acl 2023: 5626-5643 [doi]

OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained ModelsShengding Hu, Ning Ding, Weilin Zhao, Xingtai Lv, Zhen Zhang, Zhiyuan Liu, Maosong Sun. acl 2023: 274-281 [doi]

Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine TranslationKaiyu Huang, Peng Li, Junpeng Liu, Maosong Sun, Yang Liu. emnlp 2023: 13938-13951 [doi]

An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text GenerationXuancheng Huang, Zijun Liu, Peng Li, Tao Li, Maosong Sun, Yang Liu. acl 2023: 15233-15256 [doi]

Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge TransferXingtai Lv, Ning Ding, Yujia Qin, Zhiyuan Liu, Maosong Sun. acl 2023: 270-282 [doi]

WebCPM: Interactive Web Search for Chinese Long-form Question AnsweringYujia Qin, Zihan Cai, Dian Jin, Lan Yan, Shihao Liang, Kunlun Zhu, Yankai Lin, Xu Han, Ning Ding, Huadong Wang, Ruobing Xie, Fanchao Qi, Zhiyuan Liu, Maosong Sun, Jie Zhou. acl 2023: 8968-8988 [doi]

Recyclable Tuning for Continual Pre-trainingYujia Qin, Cheng Qian, Xu Han, Yankai Lin, Huadong Wang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou. acl 2023: 11403-11426 [doi]

READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input NoisesChenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun. acl 2023: 8272-8285 [doi]

Self-Knowledge Guided Retrieval Augmentation for Large Language ModelsYile Wang, Peng Li, Maosong Sun, Yang Liu. emnlp 2023: 10303-10315 [doi]

Chord-Conditioned Melody Harmonization With Controllable HarmonicityShangda Wu, Xiaobing Li, Maosong Sun. icassp 2023: 1-5 [doi]

CLaMP: Contrastive Language-Music Pre-Training for Cross-Modal Symbolic Music Information RetrievalShangda Wu, Dingyao Yu, Xu Tan 0003, Maosong Sun. ismir 2023: 157-165 [doi]

Plug-and-Play Document Modules for Pre-trained ModelsChaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao, Maosong Sun. acl 2023: 15713-15729 [doi]

Visually Grounded Commonsense Knowledge AcquisitionYuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Hai-Tao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun. AAAI 2023: 6583-6592 [doi]

Emergent Modularity in Pre-trained TransformersZhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han 0007, Zhiyuan Liu 0001, Ruobing Xie, Maosong Sun, Jie Zhou 0016. acl 2023: 4066-4083 [doi]

Improve the Diversity and Novelty for Open-Ended Neural Text Generation via Inverse Probability WeightingXinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li. nlpcc 2023: 774-785 [doi]

Lingxi: A Diversity-aware Chinese Modern Poetry Generation SystemXinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li. acl 2023: 63-75 [doi]

Plug-and-Play Knowledge Injection for Pre-trained Language ModelsZhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou. acl 2023: 10641-10658 [doi]

Continual Knowledge Distillation for Neural Machine TranslationYuanchi Zhang, Peng Li, Maosong Sun, Yang Liu. acl 2023: 7978-7996 [doi]

Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor AttacksZhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu 0001, Yasheng Wang, Xin Jiang 0002, Maosong Sun. ijautcomp, 20(2):180-193, April 2023. [doi]

CCOM-HuQin: An Annotated Multimodal Chinese Fiddle Performance DatasetYu Zhang, Ziya Zhou, Xiaobing Li, Feng Yu, Maosong Sun. tismir, 6(1):60-74, January 2023. [doi]

2022

PTR: Prompt Tuning with Rules for Text ClassificationXu Han 0007, Weilin Zhao, Ning Ding 0002, Zhiyuan Liu 0001, Maosong Sun. aiopen, 3:182-192, January 2022. [doi]

BMInf: An Efficient Toolkit for Big Model Inference and TuningXu Han 0007, Guoyang Zeng, Weilin Zhao, Zhiyuan Liu 0001, Zhengyan Zhang, Jie Zhou, Jun Zhang, Jia Chao, Maosong Sun. acl 2022: 224-230 [doi]

A Unified Understanding of Deep NLP Models for Text ClassificationZhen Li 0044, Xiting Wang, Weikai Yang, Jing Wu 0004, Zhengyan Zhang, Zhiyuan Liu 0001, Maosong Sun, Hui Zhang, Shixia Liu. tvcg, 28(12):4980-4994, 2022. [doi]

Textual Backdoor Attacks Can Be More Harmful via Two Simple TricksYangyi Chen, Fanchao Qi, Hongcheng Gao, Zhiyuan Liu 0001, Maosong Sun. emnlp 2022: 11215-11221 [doi]

Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLPYangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu 0001, Maosong Sun. emnlp 2022: 11222-11237 [doi]

Fully Hyperbolic Neural NetworksWeize Chen, Xu Han, Yankai Lin, Hexu Zhao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou. acl 2022: 5672-5686 [doi]

End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression MatchingChi Chen, Peng Li, Maosong Sun, Yang Liu. emnlp 2022: 10799-10810 [doi]

A Unified Evaluation of Textual Backdoor Learning: Frameworks and BenchmarksGanqu Cui, Lifan Yuan, Bingxiang He, Yangyi Chen, Zhiyuan Liu, Maosong Sun. nips 2022: [doi]

OpenPrompt: An Open-source Framework for Prompt-learningNing Ding, Shengding Hu, Weilin Zhao, Yulin Chen, Zhiyuan Liu 0001, Haitao Zheng, Maosong Sun. acl 2022: 105-113 [doi]

Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource LanguagesXu Han, Yuqi Luo, Weize Chen, Zhiyuan Liu, Maosong Sun, Botong Zhou, Fei Hao, Suncong Zheng. acl 2022: 2241-2250 [doi]

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text GenerationJinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie. naacl 2022: 697-716 [doi]

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text ClassificationShengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Jingang Wang, Juanzi Li, Wei Wu, Maosong Sun. acl 2022: 2225-2240 [doi]

Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text GenerationJinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie 0001. emnlp 2022: 6306-6320 [doi]

Sparse Structure Search for Delta TuningShengding Hu, Zhen Zhang, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun. nips 2022: [doi]

FPT: Improving Prompt Tuning Efficiency via Progressive TrainingYufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu. emnlp 2022: 6877-6887 [doi]

Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating AttentionWenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie 0001. emnlp 2022: 10834-10858 [doi]

Symphony Generation with Permutation Invariant Language ModelJiafeng Liu, Yuanliang Dong, Zehua Cheng, Xinran Zhang, Xiaobing Li, Feng Yu, Maosong Sun. ismir 2022: 551-558 [doi]

Data augmentation for low-resource languages NMT guided by constrained samplingMieradilijiang Maimaiti, Yang Liu 0005, Huanbo Luan, Maosong Sun. ijis, 37(1):30-51, 2022. [doi]

TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian InferenceChangzai Pan, Maosong Sun, Ke Deng. acl 2022: 158-169 [doi]

QuoteR: A Benchmark of Quote Recommendation for WritingFanchao Qi, Yanhui Yang, Jing Yi, Zhili Cheng, Zhiyuan Liu, Maosong Sun. acl 2022: 336-348 [doi]

Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal InformationFanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng. acl 2022: 158-168 [doi]

Knowledge Inheritance for Pre-trained Language ModelsYujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han 0007, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou 0016. naacl 2022: 3921-3937 [doi]

Exploring Mode Connectivity for Pre-trained Language ModelsYujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou. emnlp 2022: 6726-6746 [doi]

ELLE: Efficient Lifelong Pre-training for Emerging DataYujia Qin, Jiajie Zhang, Yankai Lin, Zhiyuan Liu, Peng Li 0030, Maosong Sun, Jie Zhou. acl 2022: 2789-2810 [doi]

On Transferability of Prompt Tuning for Natural Language ProcessingYusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Huadong Wang, Kaiyue Wen, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou 0001, Maosong Sun, Jie Zhou. naacl 2022: 3949-3969 [doi]

Dynamic Multi-Branch Layers for On-Device Neural Machine TranslationZhixing Tan, Zeyuan Yang, Meng Zhang 0019, Qun Liu 0001, Maosong Sun, Yang Liu 0005. taslp, 30:958-967, 2022. [doi]

A Template-based Method for Constrained Neural Machine TranslationShuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, Yang Liu. emnlp 2022: 3665-3679 [doi]

LEVEN: A Large-Scale Chinese Legal Event Detection DatasetFeng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou 0001, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun. acl 2022: 183-201 [doi]

Prompt Tuning for Discriminative Pre-trained Language ModelsYuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang 0001. acl 2022: 3468-3473 [doi]

PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language ModelsYuan Yao, Qianyu Chen, Ao Zhang, Wei Ji 0008, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun. emnlp 2022: 11104-11117 [doi]

Going "Deeper": Structured Sememe Prediction via Transformer with Tree AttentionYining Ye, Fanchao Qi, Zhiyuan Liu, Maosong Sun. acl 2022: 128-138 [doi]

Packed Levitated Marker for Entity and Relation ExtractionDeming Ye, Yankai Lin, Peng Li 0030, Maosong Sun. acl 2022: 4904-4917 [doi]

A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language ModelsDeming Ye, Yankai Lin, Peng Li 0030, Maosong Sun, Zhiyuan Liu 0001. acl 2022: 523-529 [doi]

Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient TuningJing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding 0002, Xu Han 0007, Zhiyuan Liu 0001, Maosong Sun, Jie Zhou. emnlp 2022: 3348-3366 [doi]

Automatic Label Sequence Generation for Prompting Sequence-to-sequence ModelsZichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou. COLING 2022: 4965-4975 [doi]

COSINE: Compressive Network Embedding on Large-Scale Information NetworksZhengyan Zhang, Cheng Yang 0002, Zhiyuan Liu 0001, Maosong Sun, Zhichong Fang, Bo Zhang 0056, Leyu Lin. tkde, 34(8):3655-3668, 2022. [doi]

MoEfication: Transformer Feed-forward Layers are Mixtures of ExpertsZhengyan Zhang, Yankai Lin, Zhiyuan Liu 0001, Peng Li 0030, Maosong Sun, Jie Zhou 0016. acl 2022: 877-890 [doi]

BMCook: A Task-agnostic Compression Toolkit for Big ModelsZhengyan Zhang, Baitao Gong, Yingfa Chen, Xu Han 0007, Guoyang Zeng, Weilin Zhao, Yanxu Chen, Zhiyuan Liu 0001, Maosong Sun. emnlp 2022: 396-405 [doi]

Fine-Grained Scene Graph Generation with Data TransferAo Zhang, Yuan Yao, Qianyu Chen, Wei Ji 0008, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua. eccv 2022: 409-424 [doi]

Influence of musical elements on the perception of 'Chinese style' in musicYu Zhang, Ziya Zhou, Maosong Sun. ccs, 4(2):147-164, 2022. [doi]

Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained ModelsBiru Zhu, Yujia Qin, Fanchao Qi, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu 0001. acl 2022: 5060-5072 [doi]

Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language ModelsBiru Zhu, Yujia Qin, Ganqu Cui, Yangyi Chen, Weilin Zhao, Chong Fu, Yangdong Deng, Zhiyuan Liu 0001, Jingang Wang, Wei Wu, Maosong Sun, Ming Gu 0001. nips 2022: [doi]

2021

Neural Diffusion Model for Microscopic Cascade StudyCheng Yang 0002, Maosong Sun, Haoran Liu, Shiyi Han, Zhiyuan Liu 0001, Huanbo Luan. tkde, 33(3):1128-1139, 2021. [doi]

Network Embedding: Theories, Methods, and ApplicationsCheng Yang 0002, Zhiyuan Liu 0001, Cunchao Tu, Chuan Shi, Maosong Sun. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers, 2021. [doi]

From Symbols to Embeddings: A Tale of Two Representations in Computational Social ScienceHuimin Chen, Cheng Yang 0002, Xuanming Zhang, Zhiyuan Liu 0001, Maosong Sun, Jianbin Jin. socomp, 2(2):103-156, 2021. [doi]

Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning FrameworkHuimin Chen, Yankai Lin, Fanchao Qi, Jinyi Hu, Peng Li 0030, Jie Zhou 0016, Maosong Sun. AAAI 2021: 12639-12647 [doi]

Country Image in COVID-19 Pandemic: A Case Study of ChinaHuimin Chen, Zeyu Zhu, Fanchao Qi, Yining Ye, Zhiyuan Liu 0001, Maosong Sun, Jianbin Jin. tbd, 7(1):81-92, 2021. [doi]

Towards a universal continuous knowledge baseGang Chen, Maosong Sun, Yang Liu 0005. aiopen, 2:197-204, 2021. [doi]

Learning to Generate Explainable Plots for Neural Story GenerationGang Chen, Yang Liu 0005, Huanbo Luan, Meng Zhang 0019, Qun Liu, Maosong Sun. taslp, 29:585-593, 2021. [doi]

Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation ExtractionTianyu Gao, Xu Han 0007, Yuzhuo Bai, Keyue Qiu, Zhiyu Xie, Yankai Lin, Zhiyuan Liu 0001, Peng Li 0030, Maosong Sun, Jie Zhou 0016. acl 2021: 1306-1318 [doi]

Transfer Learning for Sequence Generation: from Single-source to Multi-sourceXuancheng Huang, Jingfang Xu, Maosong Sun, Yang Liu 0005. acl 2021: 5738-5750 [doi]

Alternated Training with Synthetic and Authentic Data for Neural Machine TranslationRui Jiao, Zonghan Yang, Maosong Sun, Yang Liu 0005. acl 2021: 1828-1834 [doi]

OpenMatch: An Open Source Library for Neu-IR ResearchZhenghao Liu, Kaitao Zhang, Chenyan Xiong, Zhiyuan Liu, Maosong Sun. sigir 2021: 2531-2535 [doi]

Neural Quality Estimation with Multiple Hypotheses for Grammatical Error CorrectionZhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua. naacl 2021: 5441-5452 [doi]

Improving Data Augmentation for Low-Resource NMT Guided by POS-Tagging and Paraphrase EmbeddingMieradilijiang Maimaiti, Yang Liu 0005, Huanbo Luan, Zegao Pan, Maosong Sun. talip, 20(6), 2021. [doi]

Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style TransferFanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun. emnlp 2021: 4569-4580 [doi]

Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic TriggerFanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu 0001, Yasheng Wang, Maosong Sun. acl 2021: 443-453 [doi]

Sememe knowledge computation: a review of recent advances in application and expansion of sememe knowledge basesFanchao Qi, Ruobing Xie, Yuan Zang, Zhiyuan Liu 0001, Maosong Sun. fcsc, 15(5):155327, 2021. [doi]

Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word SubstitutionFanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu 0001, Maosong Sun. acl 2021: 4873-4883 [doi]

ONION: A Simple and Effective Defense Against Textual Backdoor AttacksFanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, Maosong Sun. emnlp 2021: 9558-9566 [doi]

Automatic Construction of Sememe Knowledge Bases via DictionariesFanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu 0001, Xiao Chen, Maosong Sun. acl 2021: 4673-4686 [doi]

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive LearningYujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu 0001, Peng Li 0030, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou 0016. acl 2021: 3350-3363 [doi]

Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust FinetuningChenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu 0001, Yasheng Wang, Qun Liu, Maosong Sun. acl 2021: 1569-1576 [doi]

CED: Credible Early Detection of Social Media RumorsChanghe Song, Cheng Yang 0002, Huimin Chen, Cunchao Tu, Zhiyuan Liu 0001, Maosong Sun. tkde, 33(8):3035-3047, 2021. [doi]

CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language modelsYusheng Su, Xu Han 0007, Zhengyan Zhang, Yankai Lin, Peng Li 0030, Zhiyuan Liu 0001, Jie Zhou 0016, Maosong Sun. aiopen, 2:127-134, 2021. [doi]

CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language ModelsYusheng Su, Xu Han 0007, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu 0001, Peng Li 0030, Jie Zhou 0016, Maosong Sun. taslp, 29:2930-2941, 2021. [doi]

Lawformer: A pre-trained language model for Chinese legal long documentsChaojun Xiao, Xueyu Hu, Zhiyuan Liu 0001, Cunchao Tu, Maosong Sun. aiopen, 2:79-84, 2021. [doi]

Visual Distant Supervision for Scene Graph GenerationYuan Yao, Ao Zhang, Xu Han 0007, Mengdi Li, Cornelius Weber, Zhiyuan Liu 0001, Stefan Wermter, Maosong Sun. iccv 2021: 15796-15806 [doi]

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the WildYuan Yao, Jiaju Du, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun. emnlp 2021: 4452-4472 [doi]

TR-BERT: Dynamic Token Reduction for Accelerating BERT InferenceDeming Ye, Yankai Lin, Yufei Huang, Maosong Sun. naacl 2021: 5798-5809 [doi]

OpenAttack: An Open-source Textual Adversarial Attack ToolkitGuoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Zixian Ma, Bairu Hou, Yuan Zang, Zhiyuan Liu 0001, Maosong Sun. acl 2021: 363-371 [doi]

Knowledge Transfer via Pre-training for Recommendation: A Review and ProspectZheni Zeng, Chaojun Xiao, Yuan Yao, Ruobing Xie, Zhiyuan Liu 0001, Fen Lin, Leyu Lin, Maosong Sun. fdata, 4:602071, 2021. [doi]

Know what you don't need: Single-Shot Meta-Pruning for attention headsZhengyan Zhang, Fanchao Qi, Zhiyuan Liu 0001, Qun Liu 0001, Maosong Sun. aiopen, 2:36-42, 2021. [doi]

Neural Machine Translation With Explicit Phrase AlignmentJiacheng Zhang, Huanbo Luan, Maosong Sun, Feifei Zhai, Jingfang Xu, Yang Liu 0005. taslp, 29:1001-1010, 2021. [doi]

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