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XLNet: Generalized Autoregressive Pretraining for Language Understanding

19 June 2019

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

50 / 3,518 papers shown

Title
Exploring Benefits of Transfer Learning in Neural Machine Translation Tom Kocmi 60 17 0 06 Jan 2020
oLMpics -- On what Language Model Pre-training Captures Alon Talmor Yanai Elazar Yoav Goldberg Jonathan Berant LRM 105 304 0 31 Dec 2019
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation Kexin Huang Abhishek Singh Sitong Chen E. Moseley Chih-ying Deng Naomi George C. Lindvall 119 59 0 27 Dec 2019
Is Attention All What You Need? -- An Empirical Investigation on Convolution-Based Active Memory and Self-Attention Thomas D. Dowdell Hongyu Zhang 36 4 0 27 Dec 2019
Multi-Graph Transformer for Free-Hand Sketch Recognition Peng Xu Chaitanya K. Joshi Xavier Bresson ViT 115 87 0 24 Dec 2019
A Multimodal Target-Source Classifier with Attention Branches to Understand Ambiguous Instructions for Fetching Daily Objects A. Magassouba K. Sugiura Hisashi Kawai 81 9 0 23 Dec 2019
Learning and Evaluating Contextual Embedding of Source Code Aditya Kanade Petros Maniatis Gogul Balakrishnan Kensen Shi ELM 87 77 0 21 Dec 2019
Are Transformers universal approximators of sequence-to-sequence functions? Chulhee Yun Srinadh Bhojanapalli A. S. Rawat Sashank J. Reddi Sanjiv Kumar 140 358 0 20 Dec 2019
End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language Models John Giorgi Xindi Wang Nicola Sahar W. Shin Gary D. Bader Bo Wang 76 38 0 20 Dec 2019
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Wenhan Xiong Jingfei Du William Yang Wang Veselin Stoyanov SSL KELM 105 201 0 20 Dec 2019
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation Xin Dong Jingchao Ni Wei Cheng Zhengzhang Chen Bo Zong Dongjin Song Yanchi Liu Haifeng Chen Gerard de Melo 144 55 0 18 Dec 2019
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 313 2,057 0 18 Dec 2019
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking Gustavo Penha C. Hauff 77 24 0 18 Dec 2019
Chinese Named Entity Recognition Augmented with Lexicon Memory Yi Zhou Xiaoqing Zheng Xuanjing Huang 29 5 0 17 Dec 2019
Cross-Lingual Ability of Multilingual BERT: An Empirical Study Karthikeyan K Zihan Wang Stephen D. Mayhew Dan Roth LRM 98 340 0 17 Dec 2019
WaLDORf: Wasteless Language-model Distillation On Reading-comprehension J. Tian A. Kreuzer Pai-Hung Chen Hans-Martin Will VLM 60 3 0 13 Dec 2019
Spatial-Temporal Self-Attention Network for Flow Prediction Haoxing Lin Weijia Jia Yiping Sun Yongjian You 3DPC AI4TS 62 8 0 13 Dec 2019
Extending Machine Language Models toward Human-Level Language Understanding James L. McClelland Felix Hill Maja R. Rudolph Jason Baldridge Hinrich Schütze LRM 78 35 0 12 Dec 2019
FlauBERT: Unsupervised Language Model Pre-training for French Hang Le Loïc Vial Jibril Frej Vincent Segonne Maximin Coavoux Benjamin Lecouteux A. Allauzen Benoît Crabbé Laurent Besacier D. Schwab AI4CE 111 401 0 11 Dec 2019
Automatic Spanish Translation of the SQuAD Dataset for Multilingual Question Answering C. Carrino Marta R. Costa-jussá José A. R. Fonollosa 69 89 0 11 Dec 2019
Zero-shot Text Classification With Generative Language Models Raul Puri Bryan Catanzaro VLM 81 106 0 10 Dec 2019
Learning Norms from Stories: A Prior for Value Aligned Agents Spencer Frazier Md Sultan al Nahian Mark O. Riedl Brent Harrison 73 39 0 07 Dec 2019
Personalized Patent Claim Generation and Measurement Jieh-Sheng Lee 25 4 0 07 Dec 2019
Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline Vishvak Murahari Dhruv Batra Devi Parikh Abhishek Das VLM 111 117 0 05 Dec 2019
12-in-1: Multi-Task Vision and Language Representation Learning Jiasen Lu Vedanuj Goswami Marcus Rohrbach Devi Parikh Stefan Lee VLM ObjD 131 481 0 05 Dec 2019
Natural Alpha Embeddings Riccardo Volpi Luigi Malagò 53 5 0 04 Dec 2019
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering Shayne Longpre Yi Lu Zhucheng Tu Christopher DuBois 71 70 0 04 Dec 2019
Acquiring Knowledge from Pre-trained Model to Neural Machine Translation Rongxiang Weng Heng Yu Shujian Huang Shanbo Cheng Weihua Luo 93 67 0 04 Dec 2019
Deep Contextualized Acoustic Representations For Semi-Supervised Speech Recognition Shaoshi Ling Yuzong Liu Julian Salazar Katrin Kirchhoff SSL 86 139 0 03 Dec 2019
BERT for Large-scale Video Segment Classification with Test-time Augmentation Tianqi Liu Qizhan Shao 57 4 0 02 Dec 2019
Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift Matej Martinc Petra Kralj Novak Senja Pollak 80 72 0 02 Dec 2019
EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators Chandrakant Bothe C. Weber S. Magg S. Wermter 57 10 0 02 Dec 2019
Bimodal Speech Emotion Recognition Using Pre-Trained Language Models Verena Heusser Niklas Freymuth Stefan Constantin A. Waibel 92 26 0 29 Nov 2019
Inducing Relational Knowledge from BERT Zied Bouraoui Jose Camacho-Collados Steven Schockaert 96 167 0 28 Nov 2019
Multi-label Classification for Automatic Tag Prediction in the Context of Programming Challenges Bianca Iancu Gabriele Mazzola Kyriakos Psarakis Panagiotis Soilis 21 5 0 27 Nov 2019
Taking a Stance on Fake News: Towards Automatic Disinformation Assessment via Deep Bidirectional Transformer Language Models for Stance Detection Chris Dulhanty Jason L. Deglint Ibrahim Ben Daya A. Wong 49 22 0 27 Nov 2019
Evaluating Commonsense in Pre-trained Language Models Xuhui Zhou Yue Zhang Leyang Cui Dandan Huang AI4MH LRM 88 185 0 27 Nov 2019
Word-Class Embeddings for Multiclass Text Classification Alejandro Moreo Andrea Esuli Fabrizio Sebastiani 33 36 0 26 Nov 2019
Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information Seonwoo Min Seunghyun Park Siwon Kim Hyun-Soo Choi Byunghan Lee Sungroh Yoon SSL 73 63 0 25 Nov 2019
FairyTED: A Fair Rating Predictor for TED Talk Data Rupam Acharyya Shouman Das Ankani Chattoraj Md. Iftekhar Tanveer 41 12 0 25 Nov 2019
Unsupervised Domain Adaptation of Language Models for Reading Comprehension Kosuke Nishida Kyosuke Nishida Itsumi Saito Hisako Asano J. Tomita 102 26 0 25 Nov 2019
End-to-End Trainable Non-Collaborative Dialog System Yu Li Kun Qian Weiyan Shi Zhou Yu 87 46 0 25 Nov 2019
Invenio: Discovering Hidden Relationships Between Tasks/Domains Using Structured Meta Learning Sameeksha Katoch Kowshik Thopalli Jayaraman J. Thiagarajan Pavan Turaga A. Spanias 39 4 0 24 Nov 2019
A Transformer-based approach to Irony and Sarcasm detection Rolandos Alexandros Potamias Georgios Siolas A. Stafylopatis 47 213 0 23 Nov 2019
Factorized Multimodal Transformer for Multimodal Sequential Learning Amir Zadeh Chengfeng Mao Kelly Shi Yiwei Zhang Paul Pu Liang Soujanya Poria Louis-Philippe Morency 69 45 0 22 Nov 2019
Learning Multi-level Dependencies for Robust Word Recognition Z. Wang Hui Liu Jiliang Tang Songfan Yang Gale Yan Huang Zitao Liu 67 8 0 22 Nov 2019
Outside the Box: Abstraction-Based Monitoring of Neural Networks T. Henzinger Anna Lukina Christian Schilling AAML 93 59 0 20 Nov 2019
Global Greedy Dependency Parsing Z. Li Zhao Hai Kevin Parnow 113 31 0 20 Nov 2019
Towards non-toxic landscapes: Automatic toxic comment detection using DNN Ashwin Geet D'Sa Irina Illina Dominique Fohr 56 22 0 19 Nov 2019
DARB: A Density-Aware Regular-Block Pruning for Deep Neural Networks Ao Ren Tao Zhang Yuhao Wang Sheng Lin Peiyan Dong Yen-kuang Chen Yuan Xie Yanzhi Wang 78 11 0 19 Nov 2019