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XLNet: Generalized Autoregressive Pretraining for Language Understanding

19 June 2019

Papers citing "XLNet: Generalized Autoregressive Pretraining for Language Understanding"

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Title
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering Shangwen Lv Daya Guo Jingjing Xu Duyu Tang Nan Duan Ming Gong Linjun Shou Daxin Jiang Guihong Cao Songlin Hu RALM 59 207 0 09 Sep 2019
Reasoning Over Semantic-Level Graph for Fact Checking Wanjun Zhong Jingjing Xu Duyu Tang Zenan Xu Nan Duan M. Zhou Jiahai Wang Jian Yin HILM GNN 280 171 0 09 Sep 2019
Transfer Learning Robustness in Multi-Class Categorization by Fine-Tuning Pre-Trained Contextualized Language Models Xinyi Liu A. Wangperawong 28 3 0 08 Sep 2019
Pretrained AI Models: Performativity, Mobility, and Change Lav Varshney N. Keskar R. Socher 68 20 0 07 Sep 2019
KG-BERT: BERT for Knowledge Graph Completion Liang Yao Chengsheng Mao Yuan Luo SLR 86 597 0 07 Sep 2019
Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba Qianghuai Jia Ningyu Zhang Nengwei Hua 55 5 0 06 Sep 2019
Semantics-aware BERT for Language Understanding Zhuosheng Zhang Yuwei Wu Zhao Hai Z. Li Shuailiang Zhang Xi Zhou Xiang Zhou 67 370 0 05 Sep 2019
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 133 514 0 05 Sep 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 95 464 0 04 Sep 2019
High Accuracy and High Fidelity Extraction of Neural Networks Matthew Jagielski Nicholas Carlini David Berthelot Alexey Kurakin Nicolas Papernot MLAU MIACV 101 382 0 03 Sep 2019
Multimodal Deep Learning for Mental Disorders Prediction from Audio Speech Samples Habibeh Naderi Behrouz Haji Soleimani Stan Matwin 19 12 0 03 Sep 2019
Transfer Fine-Tuning: A BERT Case Study Yuki Arase Junichi Tsujii 39 41 0 03 Sep 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings Kawin Ethayarajh 121 878 0 02 Sep 2019
QuASE: Question-Answer Driven Sentence Encoding Hangfeng He Qiang Ning Dan Roth 40 1 0 01 Sep 2019
NEZHA: Neural Contextualized Representation for Chinese Language Understanding Junqiu Wei Xiaozhe Ren Xiaoguang Li Wenyong Huang Yi-Lun Liao Yasheng Wang Jianghao Lin Xin Jiang Xiao Chen Qun Liu 82 116 0 31 Aug 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations Mingda Chen Zewei Chu Kevin Gimpel 86 46 0 31 Aug 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations Mingda Chen Zewei Chu Yang Chen K. Stratos Kevin Gimpel 61 12 0 31 Aug 2019
Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification A. Rietzler Sebastian Stabinger Paul Opitz Stefan Engl 73 203 0 30 Aug 2019
Pre-training A Neural Language Model Improves The Sample Efficiency of an Emergency Room Classification Model Binbin Xu Cédric Gil-Jardiné F. Thiessard Éric Tellier M. Avalos E. Lagarde 49 1 0 30 Aug 2019
Analyzing Customer Feedback for Product Fit Prediction S. Baier 35 4 0 28 Aug 2019
A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition L. Simeonova K. Simov P. Osenova Preslav Nakov 33 8 0 27 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,348 0 27 Aug 2019
Patient Knowledge Distillation for BERT Model Compression S. Sun Yu Cheng Zhe Gan Jingjing Liu 151 843 0 25 Aug 2019
Well-Read Students Learn Better: On the Importance of Pre-training Compact Models Iulia Turc Ming-Wei Chang Kenton Lee Kristina Toutanova 78 225 0 23 Aug 2019
Fairness in Deep Learning: A Computational Perspective Mengnan Du Fan Yang Na Zou Helen Zhou FaML FedML 66 234 0 23 Aug 2019
VL-BERT: Pre-training of Generic Visual-Linguistic Representations Weijie Su Xizhou Zhu Yue Cao Bin Li Lewei Lu Furu Wei Jifeng Dai VLM MLLM SSL 228 1,671 0 22 Aug 2019
Revisiting Semantic Representation and Tree Search for Similar Question Retrieval Tonglei Guo Huilin Gao 32 1 0 22 Aug 2019
Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models Zhiquan Ye Qian Chen Wen Wang Zhenhua Ling 94 68 0 19 Aug 2019
PrivFT: Private and Fast Text Classification with Homomorphic Encryption Ahmad Al Badawi Louie Hoang Chan Fook Mun Kim Laine Khin Mi Mi Aung 57 80 0 19 Aug 2019
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training Gen Li Nan Duan Yuejian Fang Ming Gong Daxin Jiang Ming Zhou SSL VLM MLLM 221 907 0 16 Aug 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning Pradeep Dasigi Nelson F. Liu Ana Marasović Noah A. Smith Matt Gardner RALM 82 174 0 16 Aug 2019
SenseBERT: Driving Some Sense into BERT Yoav Levine Barak Lenz Or Dagan Ori Ram Dan Padnos Or Sharir Shai Shalev-Shwartz Amnon Shashua Y. Shoham SSL 106 187 0 15 Aug 2019
An Effective Domain Adaptive Post-Training Method for BERT in Response Selection Taesun Whang Dongyub Lee Chanhee Lee Kisu Yang Dongsuk Oh Heuiseok Lim 78 26 0 13 Aug 2019
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding Wei Wang Bin Bi Ming Yan Chen Henry Wu Zuyi Bao Jiangnan Xia Liwei Peng Luo Si 93 264 0 13 Aug 2019
On Identifiability in Transformers Gino Brunner Yang Liu Damian Pascual Oliver Richter Massimiliano Ciaramita Roger Wattenhofer ViT 77 189 0 12 Aug 2019
Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations Chanatip Saetia Ekapol Chuangsuwanich Tawunrat Chalothorn P. Vateekul 74 5 0 04 Aug 2019
DuTongChuan: Context-aware Translation Model for Simultaneous Interpreting Hao Xiong Ruiqing Zhang Chuanqiang Zhang Zhongjun He Hua Wu Haifeng Wang 74 28 0 30 Jul 2019
Leveraging Pre-trained Checkpoints for Sequence Generation Tasks S. Rothe Shashi Narayan Aliaksei Severyn SILM 146 438 0 29 Jul 2019
ERNIE 2.0: A Continual Pre-training Framework for Language Understanding Yu Sun Shuohuan Wang Yukun Li Shikun Feng Hao Tian Hua Wu Haifeng Wang CLL 113 813 0 29 Jul 2019
DLGNet: A Transformer-based Model for Dialogue Response Generation O. Olabiyi Erik T. Mueller 89 12 0 26 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 794 24,615 0 26 Jul 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 249 1,974 0 24 Jul 2019
Green AI Roy Schwartz Jesse Dodge Noah A. Smith Oren Etzioni 140 1,162 0 22 Jul 2019
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 77 18 0 19 Jul 2019
A Pragmatics-Centered Evaluation Framework for Natural Language Understanding Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller ELM 34 3 0 19 Jul 2019
Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches Peter Usherwood S. Smit VLM 49 11 0 17 Jul 2019
DeepTrax: Embedding Graphs of Financial Transactions C. Bayan Bruss Anish Khazane Jonathan Rider R. Serpe Antonia Gogoglou Keegan E. Hines AIFin GNN 81 46 0 16 Jul 2019
Can Unconditional Language Models Recover Arbitrary Sentences? Nishant Subramani Samuel R. Bowman Kyunghyun Cho 47 25 0 10 Jul 2019
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank Junru Zhou Zhao Hai 113 144 0 05 Jul 2019
Katecheo: A Portable and Modular System for Multi-Topic Question Answering S. Hirekodi Seban Sunny Leonard Topno Alwin Daniel Daniel Whitenack Reuben Skewes Stuart Cranney KELM 16 1 0 01 Jul 2019