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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
Input Perturbation Reduces Exposure Bias in Diffusion Models Mang Ning E. Sangineto Angelo Porrello Simone Calderara Rita Cucchiara DiffM 96 67 0 27 Jan 2023
Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately Xin Cheng Shen Gao Yuchi Zhang Yongliang Wang Preslav Nakov Mingzhe Li Dongyan Zhao Rui Yan 89 10 0 27 Jan 2023
Robust Transformer with Locality Inductive Bias and Feature Normalization Omid Nejati Manzari Hossein Kashiani Hojat Asgarian Dehkordi S. B. Shokouhi ViT 77 15 0 27 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 115 2 0 26 Jan 2023
Characterizing the Entities in Harmful Memes: Who is the Hero, the Villain, the Victim? Shivam Sharma Atharva Kulkarni Tharun Suresh Himanshi Mathur Preslav Nakov Md. Shad Akhtar Tanmoy Chakraborty 105 17 0 26 Jan 2023
A benchmark for toxic comment classification on Civil Comments dataset Corentin Duchene Henri Jamet Pierre Guillaume Reda Dehak 74 9 0 26 Jan 2023
Out of Distribution Performance of State of Art Vision Model Salman Rahman W. Lee 115 3 0 25 Jan 2023
ViDeBERTa: A powerful pre-trained language model for Vietnamese Cong Dao Tran Nhut Huy Pham Anh-Viêt Nguyên Truong-Son Hy Tu Vu 67 17 0 25 Jan 2023
BDMMT: Backdoor Sample Detection for Language Models through Model Mutation Testing Jiali Wei Ming Fan Wenjing Jiao Wuxia Jin Ting Liu AAML 99 15 0 25 Jan 2023
Selective Explanations: Leveraging Human Input to Align Explainable AI Vivian Lai Yiming Zhang Chacha Chen Q. V. Liao Chenhao Tan 102 45 0 23 Jan 2023
SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis Imtiaz Karim Kazi Samin Mubasshir Mirza Masfiqur Rahman Elisa Bertino 55 25 0 22 Jan 2023
Blacks is to Anger as Whites is to Joy? Understanding Latent Affective Bias in Large Pre-trained Neural Language Models Anoop Kadan P Deepak Sahely Bhadra Manjary P.Gangan L. LajishV. 39 2 0 21 Jan 2023
REDAffectiveLM: Leveraging Affect Enriched Embedding and Transformer-based Neural Language Model for Readers' Emotion Detection Anoop Kadan Deepak P Manjary P.Gangan Savitha Sam Abraham L. LajishV. 117 1 0 21 Jan 2023
Ankh: Optimized Protein Language Model Unlocks General-Purpose Modelling Ahmed Elnaggar Hazem Essam Wafaa Salah-Eldin Walid Moustafa Mohamed Elkerdawy Charlotte Rochereau B. Rost 238 103 0 16 Jan 2023
Hawk: An Industrial-strength Multi-label Document Classifier Arshad Javeed 79 1 0 15 Jan 2023
Everyone's Voice Matters: Quantifying Annotation Disagreement Using Demographic Information Ruyuan Wan Jaehyung Kim Dongyeop Kang 60 38 0 12 Jan 2023
Topics in Contextualised Attention Embeddings Mozhgan Talebpour A. G. S. D. Herrera Shoaib Jameel 69 2 0 11 Jan 2023
CHRONOS: Time-Aware Zero-Shot Identification of Libraries from Vulnerability Reports Yu-zeng Lyu Thanh Le-Cong Hong Jin Kang Ratnadira Widyasari Zhipeng Zhao X. Le Ming Li David Lo 90 18 0 10 Jan 2023
Understanding the Complexity and Its Impact on Testing in ML-Enabled Systems Junming Cao Bihuan Chen Longjie Hu Jie Ying Gao Kaifeng Huang Xin Peng 67 3 0 10 Jan 2023
Universal Multimodal Representation for Language Understanding Zhuosheng Zhang Kehai Chen Rui Wang Masao Utiyama Eiichiro Sumita Z. Li Hai Zhao SSL 109 22 0 09 Jan 2023
Mind Reasoning Manners: Enhancing Type Perception for Generalized Zero-shot Logical Reasoning over Text Fangzhi Xu Jun Liu Qika Lin Tianzhe Zhao Jian Zhang Lingling Zhang ReLM LRM 69 4 0 08 Jan 2023
Traditional Readability Formulas Compared for English Bruce W. Lee J. Lee AIMat 82 6 0 08 Jan 2023
Does compressing activations help model parallel training? S. Bian Dacheng Li Hongyi Wang Eric P. Xing Shivaram Venkataraman 74 9 0 06 Jan 2023
Causal Categorization of Mental Health Posts using Transformers Simranjeet Kaur Ritika Bhardwaj Aastha Jain Muskan Garg Chandni Saxena AI4MH 85 1 0 06 Jan 2023
Parameter-Efficient Fine-Tuning Design Spaces Jiaao Chen Aston Zhang Xingjian Shi Mu Li Alexander J. Smola Diyi Yang 124 67 0 04 Jan 2023
MessageNet: Message Classification using Natural Language Processing and Meta-data Adar Kahana Oren Elisha 26 0 0 04 Jan 2023
Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer Zhixiang Su Di Wang Steven C. H. Hoi Li-zhen Cui 114 8 0 04 Jan 2023
PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora D. Nagumothu B. Ofoghi G. Huang Peter W. Eklund RALM 62 5 0 03 Jan 2023
Semi-Structured Object Sequence Encoders V. Rudramurthy Riyaz Ahmad Bhat Chulaka Gunasekara Siva Sankalp Patel H. Wan Tejas I. Dhamecha Danish Contractor Marina Danilevsky 124 0 0 03 Jan 2023
Leveraging Semantic Representations Combined with Contextual Word Representations for Recognizing Textual Entailment in Vietnamese Quoc-Loc Duong Duc-Vu Nguyen Ngan Luu-Thuy Nguyen 68 1 0 01 Jan 2023
Relevance Classification of Flood-related Twitter Posts via Multiple Transformers Wisal Mukhtiar Waliiya Rizwan A. Habib Y. Afridi Laiq Hasan Kashif Ahmad 38 3 0 01 Jan 2023
Efficient Movie Scene Detection using State-Space Transformers Md. Mohaiminul Islam Mahmudul Hasan Kishan Athrey Tony Braskich Gedas Bertasius ViT 68 45 0 29 Dec 2022
On Transforming Reinforcement Learning by Transformer: The Development Trajectory Shengchao Hu Li Shen Ya Zhang Yixin Chen Dacheng Tao OffRL 148 30 0 29 Dec 2022
Cramming: Training a Language Model on a Single GPU in One Day Jonas Geiping Tom Goldstein MoE 117 91 0 28 Dec 2022
Relational Local Explanations V. Borisov Gjergji Kasneci FAtt 70 0 0 23 Dec 2022
Data-Centric Artificial Intelligence Johannes Jakubik Michael Vossing Niklas Kühl J. Walk G. Satzger GNN 67 51 0 22 Dec 2022
Automatic Emotion Modelling in Written Stories Lukas Christ Shahin Amiriparian M. Milling Ilhan Aslan Björn W. Schuller 60 2 0 21 Dec 2022
Text classification in shipping industry using unsupervised models and Transformer based supervised models Yingyi Xie Dongping Song 112 1 0 21 Dec 2022
Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering Akshay Chaturvedi Swarnadeep Bhar Soumadeep Saha Utpal Garain Nicholas Asher 61 5 0 21 Dec 2022
A Length-Extrapolatable Transformer Yutao Sun Li Dong Barun Patra Shuming Ma Shaohan Huang Alon Benhaim Vishrav Chaudhary Xia Song Furu Wei 115 124 0 20 Dec 2022
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Shafiq Joty Boyang Albert Li Lidong Bing 95 250 0 20 Dec 2022
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning Xiaoming Liu Zhaohan Zhang Yichen Wang Hang Pu Y. Lan Chao Shen 95 41 0 20 Dec 2022
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator Jian Yang Shuming Ma Li Dong Shaohan Huang Haoyang Huang Yuwei Yin Dongdong Zhang Liqun Yang Furu Wei Zhoujun Li SyDa AI4CE 76 25 0 20 Dec 2022
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization Yu Li Baolin Peng Pengcheng He Michel Galley Zhou Yu Jianfeng Gao 83 8 0 20 Dec 2022
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model Yeskendir Koishekenov Alexandre Berard Vassilina Nikoulina MoE 84 31 0 19 Dec 2022
$Mu$^{2}$SLAM: Multitask, Multilingual Speech and Language Models$ Mu $^{2}$ SLAM: Multitask, Multilingual Speech and Language Models Yong Cheng Yu Zhang Melvin Johnson Wolfgang Macherey Ankur Bapna 66 8 0 19 Dec 2022
Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features S. Zanwar Daniel Wiechmann Yu Qiao E. Kerz 61 3 0 19 Dec 2022
Enriching Relation Extraction with OpenIE Alessandro Temperoni M. Biryukov Martin Theobald 51 1 0 19 Dec 2022
HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation Hongyi Yuan Zheng Yuan Chuanqi Tan Fei Huang Songfang Huang 91 15 0 17 Dec 2022
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems Denis Emelin Daniele Bonadiman Sawsan Alqahtani Yi Zhang Saab Mansour 82 17 0 15 Dec 2022