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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
Unsupervised Explanation Generation for Machine Reading Comprehension Yiming Cui Ting Liu Shijin Wang Guoping Hu LRM 33 3 0 13 Nov 2020
Context-aware Stand-alone Neural Spelling Correction Xiangci Li Hairong Liu Liang Huang LRM 62 9 0 12 Nov 2020
Discriminative, Generative and Self-Supervised Approaches for Target-Agnostic Learning Yuan Jin Wray Buntine F. Petitjean Geoffrey I. Webb SSL 57 1 0 12 Nov 2020
Bi-tuning of Pre-trained Representations Jincheng Zhong Ximei Wang Zhi Kou Jianmin Wang Mingsheng Long 57 21 0 12 Nov 2020
Author's Sentiment Prediction Mohaddeseh Bastan Mahnaz Koupaee Youngseo Son Richard Sicoli Niranjan Balasubramanian 40 23 0 12 Nov 2020
E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks Nikolaos Stylianou I. Vlahavas 51 3 0 10 Nov 2020
UmBERTo-MTSA @ AcCompl-It: Improving Complexity and Acceptability Prediction with Multi-task Learning on Self-Supervised Annotations Gabriele Sarti 26 5 0 10 Nov 2020
Natural Language Inference in Context -- Investigating Contextual Reasoning over Long Texts Hanmeng Liu Leyang Cui Jian Liu Yue Zhang ReLM LRM 78 44 0 10 Nov 2020
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 125 129 0 10 Nov 2020
Towards Domain-Agnostic Contrastive Learning Vikas Verma Minh-Thang Luong Kenji Kawaguchi Hieu H. Pham Quoc V. Le SSL 86 119 0 09 Nov 2020
Positional Artefacts Propagate Through Masked Language Model Embeddings Ziyang Luo Artur Kulmizev Xiaoxi Mao 100 41 0 09 Nov 2020
Low-Resource Adaptation of Neural NLP Models Farhad Nooralahzadeh 85 0 0 09 Nov 2020
Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT Rik van Noord Antonio Toral Johan Bos 68 4 0 09 Nov 2020
Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads Zhengyan Zhang Fanchao Qi Zhiyuan Liu Qun Liu Maosong Sun VLM 91 31 0 07 Nov 2020
Underspecification Presents Challenges for Credibility in Modern Machine Learning Alexander DÁmour Katherine A. Heller D. Moldovan Ben Adlam B. Alipanahi ... Kellie Webster Steve Yadlowsky T. Yun Xiaohua Zhai D. Sculley OffRL 186 688 0 06 Nov 2020
EXAMS: A Multi-Subject High School Examinations Dataset for Cross-Lingual and Multilingual Question Answering Momchil Hardalov Todor Mihaylov Dimitrina Zlatkova Yoan Dinkov Ivan Koychev Preslav Nakov AI4Ed ELM 264 54 0 05 Nov 2020
Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources Qianglong Chen Feng Ji Haiqing Chen Yin Zhang KELM RALM 65 29 0 05 Nov 2020
A BERT-based Dual Embedding Model for Chinese Idiom Prediction Minghuan Tan Jing Jiang 50 8 0 04 Nov 2020
Indic-Transformers: An Analysis of Transformer Language Models for Indian Languages Kushal Kumar Jain Adwait Deshpande Kumar Shridhar F. Laumann Ayushman Dash 78 52 0 04 Nov 2020
Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training Dongha Choi Hyunju Lee 37 5 0 04 Nov 2020
Rearrangement: A Challenge for Embodied AI Dhruv Batra Angel X. Chang Sonia Chernova Andrew J. Davison Jia Deng ... Jitendra Malik Igor Mordatch Roozbeh Mottaghi Manolis Savva Hao Su LM&Ro 119 220 0 03 Nov 2020
CharBERT: Character-aware Pre-trained Language Model Wentao Ma Yiming Cui Chenglei Si Ting Liu Shijin Wang Guoping Hu 90 109 0 03 Nov 2020
BioNerFlair: biomedical named entity recognition using flair embedding and sequence tagger Harsh Patel 38 7 0 03 Nov 2020
Meta-learning Transferable Representations with a Single Target Domain Hong Liu Jeff Z. HaoChen Colin Wei Tengyu Ma AAML 94 5 0 03 Nov 2020
Automatic Detection of Machine Generated Text: A Critical Survey Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 83 240 0 02 Nov 2020
Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps Xanh Ho A. Nguyen Saku Sugawara Akiko Aizawa RALM LRM 102 470 0 02 Nov 2020
On the Sentence Embeddings from Pre-trained Language Models Bohan Li Hao Zhou Junxian He Mingxuan Wang Yiming Yang Lei Li 85 222 0 02 Nov 2020
Deep Learning in Computer-Aided Diagnosis and Treatment of Tumors: A Survey Dan Zhao Guizhi Xu Xu Zhenghua Thomas Lukasiewicz Minmin Xue Zhigang Fu OOD 42 2 0 02 Nov 2020
I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning J. Lim Dongsuk Oh Yoonna Jang Kisu Yang Heuiseok Lim ReLM GNN LRM 62 35 0 02 Nov 2020
IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP Fajri Koto Afshin Rahimi Jey Han Lau Timothy Baldwin 87 263 0 02 Nov 2020
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning Jon Ander Campos Kyunghyun Cho Arantxa Otegi Aitor Soroa Etxabe Gorka Azkune Eneko Agirre 64 6 0 01 Nov 2020
CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering Junru Lu Gabriele Pergola Lin Gui Binyang Li Yulan He 50 8 0 01 Nov 2020
Transformer-based Multi-Aspect Modeling for Multi-Aspect Multi-Sentiment Analysis Zhanghua Wu Chengcan Ying Xinyu Dai Shujian Huang Jiajun Chen 20 10 0 01 Nov 2020
Towards Preference Learning for Autonomous Ground Robot Navigation Tasks C. Hayes M. Marge SSL 26 2 0 30 Oct 2020
SLM: Learning a Discourse Language Representation with Sentence Unshuffling Haejun Lee Drew A. Hudson Kangwook Lee Christopher D. Manning SSL 119 52 0 30 Oct 2020
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction Haiyang Yu Ningyu Zhang Shumin Deng Hongbin Ye Wei Zhang Huajun Chen 69 49 0 30 Oct 2020
Short Text Classification Approach to Identify Child Sexual Exploitation Material Mhd Wesam Al Nabki Eduardo FIDALGO Enrique Alegre R. Alaíz-Rodríguez 16 4 0 29 Oct 2020
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models Abhinav Singh Patrick Xia Guanghui Qin M. Yarmohammadi Benjamin Van Durme SyDa 34 2 0 28 Oct 2020
A Comprehensive Survey on Word Representation Models: From Classical to State-Of-The-Art Word Representation Language Models Usman Naseem Imran Razzak S. Khan M. Prasad 86 161 0 28 Oct 2020
On the diminishing return of labeling clinical reports Jean-Baptiste Lamare Tobi Olatunji Linxing Yao 28 2 0 27 Oct 2020
WNUT-2020 Task 1 Overview: Extracting Entities and Relations from Wet Lab Protocols Jeniya Tabassum Sydney Lee Wei Xu Alan Ritter 99 18 0 27 Oct 2020
Strongly Incremental Constituency Parsing with Graph Neural Networks Kaiyu Yang Jia Deng 83 35 0 27 Oct 2020
Memory Optimization for Deep Networks Aashaka Shah Chaoxia Wu Jayashree Mohan Vijay Chidambaram Philipp Krahenbuhl 79 24 0 27 Oct 2020
Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation Junhao Liu Linjun Shou J. Pei Ming Gong Min Yang Daxin Jiang 72 13 0 27 Oct 2020
Effective FAQ Retrieval and Question Matching With Unsupervised Knowledge Injection Wen-Ting Tseng Tien-Hong Lo Yung-Chang Hsu Berlin Chen RALM 23 2 0 27 Oct 2020
Interpretation of NLP models through input marginalization Siwon Kim Jihun Yi Eunji Kim Sungroh Yoon MILM FAtt 94 60 0 27 Oct 2020
Word Frequency Does Not Predict Grammatical Knowledge in Language Models Charles Yu Ryan Sie Nicolas Tedeschi Leon Bergen 39 3 0 26 Oct 2020
Accelerating Training of Transformer-Based Language Models with Progressive Layer Dropping Minjia Zhang Yuxiong He AI4CE 48 104 0 26 Oct 2020
Commonsense knowledge adversarial dataset that challenges ELECTRA Gongqi Lin Yuan Miao Xiaoyong Yang Wenwu Ou Li-zhen Cui Wenting Guo Chunyan Miao AAML 33 3 0 25 Oct 2020
Unsupervised Paraphrasing with Pretrained Language Models Tong Niu Semih Yavuz Yingbo Zhou N. Keskar Huan Wang Caiming Xiong LRM SyDa 67 29 0 24 Oct 2020