BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

29 October 2019

Luke Zettlemoyer

Papers citing "BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension"

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InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo Chloe Clave Pablo Piantanida 32 41 0 02 Dec 2021
Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks Xizhou Zhu Jinguo Zhu Hao Li Xiaoshi Wu Xiaogang Wang Hongsheng Li Xiaohua Wang Jifeng Dai 36 129 0 02 Dec 2021
Improving Controllability of Educational Question Generation by Keyword Provision Ying-Hong Chan Ho-Lam Chung Yao-Chung Fan 19 3 0 02 Dec 2021
Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text Christopher Clark Jordi Salvador Dustin Schwenk Derrick Bonafilia Mark Yatskar ... Aaron Sarnat Hannaneh Hajishirzi Aniruddha Kembhavi Oren Etzioni Ali Farhadi MLLM 15 3 0 01 Dec 2021
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging Zihan Liu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 13 37 0 01 Dec 2021
OCR-free Document Understanding Transformer Geewook Kim Teakgyu Hong Moonbin Yim Jeongyeon Nam Jinyoung Park Jinyeong Yim Wonseok Hwang Sangdoo Yun Dongyoon Han Seunghyun Park ViT 44 262 0 30 Nov 2021
Transformer-based Korean Pretrained Language Models: A Survey on Three Years of Progress Kichang Yang KELM VLM 19 11 0 25 Nov 2021
Near-Zero-Shot Suggestion Mining with a Little Help from WordNet Anton M. Alekseev E. Tutubalina Sejeong Kwon Sergey I. Nikolenko 16 2 0 25 Nov 2021
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers Xiaoyi Dong Jianmin Bao Ting Zhang Dongdong Chen Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu Baining Guo ViT 33 238 0 24 Nov 2021
Knowledge Enhanced Sports Game Summarization Jiaan Wang Zhixu Li Tingyi Zhang Duo Zheng Jianfeng Qu An Liu Lei Zhao Zhigang Chen AI4TS 21 12 0 24 Nov 2021
Building Goal-Oriented Dialogue Systems with Situated Visual Context Sanchit Agarwal Jan Jezabek Arijit Biswas Emre Barut Shuyang Gao Tagyoung Chung 18 1 0 22 Nov 2021
Many Heads but One Brain: Fusion Brain -- a Competition and a Single Multimodal Multitask Architecture Daria Bakshandaeva Denis Dimitrov V.Ya. Arkhipkin Alex Shonenkov M. Potanin ... Mikhail Martynov Anton Voronov Vera Davydova E. Tutubalina Aleksandr Petiushko 33 0 0 22 Nov 2021
Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification A. Edwards Asahi Ushio Jose Camacho-Collados Hélène de Ribaupierre Alun D. Preece VLM 13 23 0 17 Nov 2021
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Haoran Li Mona T. Diab 6 14 0 11 Nov 2021
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue Leonard Adolphs Kurt Shuster Jack Urbanek Arthur Szlam Jason Weston KELM LRM 204 41 0 09 Nov 2021
Visual Question Answering based on Formal Logic Muralikrishnna G. Sethuraman Ali Payani Faramarz Fekri J. C. Kerce NAI 16 3 0 08 Nov 2021
Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer Yi-Jen Shih Shih-Lun Wu Frank Zalkow Meinard Muller Yi-Hsuan Yang 22 76 0 07 Nov 2021
Dialogue Inspectional Summarization with Factual Inconsistency Awareness Leilei Gan Yating Zhang Kun Kuang Lin Yuan Shuo Li Changlong Sun Xiaozhong Liu Fei Wu HILM 17 4 0 05 Nov 2021
An Explanation of In-context Learning as Implicit Bayesian Inference Sang Michael Xie Aditi Raghunathan Percy Liang Tengyu Ma ReLM BDL VPVLM LRM 56 687 0 03 Nov 2021
OpenPrompt: An Open-source Framework for Prompt-learning Ning Ding Shengding Hu Weilin Zhao Yulin Chen Zhiyuan Liu Haitao Zheng Maosong Sun VLM LLMAG 23 283 0 03 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 55 1,029 0 01 Nov 2021
Backdoor Pre-trained Models Can Transfer to All Lujia Shen S. Ji Xuhong Zhang Jinfeng Li Jing Chen Jie Shi Chengfang Fang Jianwei Yin Ting Wang AAML SILM 31 117 0 30 Oct 2021
Automatic Knowledge Augmentation for Generative Commonsense Reasoning Jaehyung Seo Chanjun Park Sugyeong Eo Hyeonseok Moon Heuiseok Lim ReLM LRM 16 3 0 30 Oct 2021
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing Jiawei Zhou Tahira Naseem Ramón Fernández Astudillo Young-Suk Lee Radu Florian Salim Roukos 30 43 0 29 Oct 2021
Open Rule Induction Wanyun Cui Xingran Chen AI4TS AI4CE 25 4 0 26 Oct 2021
Assessing the Sufficiency of Arguments through Conclusion Generation Timon Ziegenbein Milad Alshomary Henning Wachsmuth ELM 19 24 0 26 Oct 2021
TODSum: Task-Oriented Dialogue Summarization with State Tracking Lulu Zhao Fujia Zheng Keqing He Weihao Zeng Yuejie Lei Huixing Jiang Wei Yu Wu Weiran Xu Jun Guo Fanyu Meng 34 23 0 25 Oct 2021
Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching Chao Fan Yang Yang Siba Smarak Panigrahi Varun Madhavan Abhilash Nandy 14 9 0 24 Oct 2021
Interpreting Deep Learning Models in Natural Language Processing: A Review Xiaofei Sun Diyi Yang Xiaoya Li Tianwei Zhang Yuxian Meng Han Qiu Guoyin Wang Eduard H. Hovy Jiwei Li 17 44 0 20 Oct 2021
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training Ankur Bapna Yu-An Chung Na Wu Anmol Gulati Ye Jia J. Clark Melvin Johnson Jason Riesa Alexis Conneau Yu Zhang VLM 49 94 0 20 Oct 2021
Self-Supervised Representation Learning: Introduction, Advances and Challenges Linus Ericsson H. Gouk Chen Change Loy Timothy M. Hospedales SSL OOD AI4TS 27 268 0 18 Oct 2021
BEAMetrics: A Benchmark for Language Generation Evaluation Evaluation Thomas Scialom Felix Hill 20 7 0 18 Oct 2021
On The Ingredients of an Effective Zero-shot Semantic Parser Pengcheng Yin John Wieting Avirup Sil Graham Neubig 42 15 0 15 Oct 2021
Coherence boosting: When your pretrained language model is not paying enough attention Nikolay Malkin Zhen Wang Nebojsa Jojic RALM 19 35 0 15 Oct 2021
Hierarchical Curriculum Learning for AMR Parsing Peiyi Wang Liang Chen Tianyu Liu Damai Dai Yunbo Cao Baobao Chang Zhifang Sui 31 15 0 15 Oct 2021
Solving Aspect Category Sentiment Analysis as a Text Generation Task Jian Liu Zhiyang Teng Leyang Cui Hanmeng Liu Yue Zhang 43 68 0 14 Oct 2021
bert2BERT: Towards Reusable Pretrained Language Models Cheng Chen Yichun Yin Lifeng Shang Xin Jiang Yujia Qin Fengyu Wang Zhi Wang Xiao Chen Zhiyuan Liu Qun Liu VLM 22 59 0 14 Oct 2021
Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings Shaopeng Lai Ante Wang Fandong Meng Jie Zhou Yubin Ge Jiali Zeng Junfeng Yao Degen Huang Jinsong Su 12 8 0 13 Oct 2021
Attention-guided Generative Models for Extractive Question Answering Peng-Tao Xu Davis Liang Zhiheng Huang Bing Xiang 23 18 0 12 Oct 2021
Speech Summarization using Restricted Self-Attention Roshan S. Sharma Shruti Palaskar A. Black Florian Metze 17 33 0 12 Oct 2021
Document-Level Text Simplification: Dataset, Criteria and Baseline Renliang Sun Hanqi Jin Xiao-Yi Wan 11 44 0 11 Oct 2021
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction Rajdeep Mukherjee Tapas Nayak Yash Butala Sourangshu Bhattacharya Pawan Goyal 28 54 0 10 Oct 2021
Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations Daniela Brook Weiss Paul Roit Ori Ernst Ido Dagan 19 6 0 09 Oct 2021
HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Tanya Goyal Nazneen Rajani Wenhao Liu Wojciech Kry'sciñski AI4CE 13 12 0 08 Oct 2021
Towards a Unified View of Parameter-Efficient Transfer Learning Junxian He Chunting Zhou Xuezhe Ma Taylor Berg-Kirkpatrick Graham Neubig AAML 15 891 0 08 Oct 2021
Taming Sparsely Activated Transformer with Stochastic Experts Simiao Zuo Xiaodong Liu Jian Jiao Young Jin Kim Hany Hassan Ruofei Zhang T. Zhao Jianfeng Gao MoE 37 108 0 08 Oct 2021
Noisy Text Data: Achilles' Heel of popular transformer based NLP models Kartikay Bagla Ankit Kumar Shivam Gupta Anuj Gupta 21 5 0 07 Oct 2021
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer Wenda Xu Michael Stephen Saxon Misha Sra W. Wang MedIm 11 13 0 06 Oct 2021
8-bit Optimizers via Block-wise Quantization Tim Dettmers M. Lewis Sam Shleifer Luke Zettlemoyer MQ 17 267 0 06 Oct 2021
Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis Siva Uday Sampreeth Chebolu Franck Dernoncourt Nedim Lipka Thamar Solorio 31 7 0 05 Oct 2021