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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

23 October 2019

Sharan Narang

Papers citing "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

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TiBERT: Tibetan Pre-trained Language Model Yuan Sun Sisi Liu Junjie Deng Xiaobing Zhao 94 10 0 15 May 2022
Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning Wei-Rui Chen Muhammad Abdul-Mageed 70 7 0 14 May 2022
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL Jiexing Qi Jingyao Tang Ziwei He Xiangpeng Wan Yu-Jie Cheng Chenghu Zhou Xinbing Wang Quanshi Zhang Zhouhan Lin LMTD 87 115 0 14 May 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims Jifan Chen Aniruddh Sriram Eunsol Choi Greg Durrett HILM 94 66 0 14 May 2022
FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue Alon Albalak Yi-Lin Tuan Pegah Jandaghi Connor Pryor Luke Yoffe Deepak Ramachandran Lise Getoor Jay Pujara William Yang Wang 79 14 0 12 May 2022
Predicting Human Psychometric Properties Using Computational Language Models Antonio Laverghetta Animesh Nighojkar Jamshidbek Mirzakhalov John Licato 62 9 0 12 May 2022
Dynamic Prefix-Tuning for Generative Template-based Event Extraction Xiao Liu Heyan Huang Ge Shi Bo Wang 74 101 0 12 May 2022
One Model, Multiple Modalities: A Sparsely Activated Approach for Text, Sound, Image, Video and Code Yong Dai Duyu Tang Liangxin Liu Minghuan Tan Cong Zhou Jingquan Wang Zhangyin Feng Fan Zhang Xueyu Hu Shuming Shi VLM MoE 83 26 0 12 May 2022
Open Vocabulary Extreme Classification Using Generative Models Daniel Simig Fabio Petroni Pouya Yanki Kashyap Popat Christina Du Sebastian Riedel Majid Yazdani VLM 114 17 0 12 May 2022
Learning to Retrieve Videos by Asking Questions Avinash Madasu Junier Oliva Gedas Bertasius VGen 85 16 0 11 May 2022
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning Haokun Liu Derek Tam Mohammed Muqeeth Jay Mohta Tenghao Huang Joey Tianyi Zhou Colin Raffel 115 941 0 11 May 2022
KETOD: Knowledge-Enriched Task-Oriented Dialogue Zhiyu Zoey Chen Bing-Quan Liu Seungwhan Moon Chinnadhurai Sankar Paul A. Crook William Yang Wang 71 19 0 11 May 2022
Clinical Prompt Learning with Frozen Language Models Niall Taylor Yi Zhang Dan W Joyce A. Nevado-Holgado Andrey Kormilitzin VLM LM&MA 58 33 0 11 May 2022
Towards Unified Prompt Tuning for Few-shot Text Classification Jiadong Wang Chengyu Wang Fuli Luo Chuanqi Tan Minghui Qiu Fei Yang Qiuhui Shi Songfang Huang Ming Gao VLM 70 28 0 11 May 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 141 313 0 10 May 2022
Learning to Answer Visual Questions from Web Videos Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid ViT 89 35 0 10 May 2022
SuMe: A Dataset Towards Summarizing Biomedical Mechanisms Mohaddeseh Bastan N. Shankar Mihai Surdeanu Niranjan Balasubramanian 73 3 0 10 May 2022
ISA-bEL: Intelligent Search Algorithm based on Entity Linking Rubén González Sendino Mónica Ortega Carlos Carrasco 37 1 0 09 May 2022
ProQA: Structural Prompt-based Pre-training for Unified Question Answering Wanjun Zhong Yifan Gao Ning Ding Yujia Qin Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan 70 34 0 09 May 2022
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning Fei Wang Zhewei Xu Pedro A. Szekely Muhao Chen LMTD 96 48 0 08 May 2022
Chart Question Answering: State of the Art and Future Directions Enamul Hoque P. Kavehzadeh Ahmed Masry 44 45 0 08 May 2022
Context-Aware Abbreviation Expansion Using Large Language Models Shanqing Cai Subhashini Venugopalan Katrin Tomanek Ajit Narayanan Meredith Ringel Morris Michael P. Brenner 66 28 0 08 May 2022
Better Retrieval May Not Lead to Better Question Answering Zhengzhong Liang Tushar Khot Steven Bethard Mihai Surdeanu Ashish Sabharwal RALM LRM 109 3 0 07 May 2022
Vector Representations of Idioms in Conversational Systems Tosin Adewumi F. Liwicki Marcus Liwicki 73 9 0 07 May 2022
CORWA: A Citation-Oriented Related Work Annotation Dataset Xiangci Li Biswadip Mandal Jessica Ouyang 88 20 0 07 May 2022
Fake News Detection with Heterogeneous Transformer Tianle Li Yushi Sun Shang-ling Hsu Yanjia Li Raymond Chi-Wing Wong 57 3 0 06 May 2022
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports Arijit Sehanobish M. Sandora Nabila Abraham Jayashri Pawar Danielle Torres Anasuya Das M. Becker Richard Herzog Benjamin Odry Ron Vianu 80 3 0 06 May 2022
Entity Cloze By Date: What LMs Know About Unseen Entities Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett KELM 86 53 0 05 May 2022
Language Models Can See: Plugging Visual Controls in Text Generation Yixuan Su Tian Lan Yahui Liu Fangyu Liu Dani Yogatama Yan Wang Lingpeng Kong Nigel Collier VLM MLLM 111 98 0 05 May 2022
WDV: A Broad Data Verbalisation Dataset Built from Wikidata Gabriel Amaral Odinaldo Rodrigues Elena Simperl 74 9 0 05 May 2022
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation Ruixin Hong Hongming Zhang Xintong Yu Changshui Zhang ReLM LRM 95 33 0 05 May 2022
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog Haipeng Sun Junwei Bao Youzheng Wu Xiaodong He 78 31 0 05 May 2022
Language Models in the Loop: Incorporating Prompting into Weak Supervision Ryan Smith Jason Alan Fries Braden Hancock Stephen H. Bach 112 56 0 04 May 2022
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer Vivian Lai Ruijia Cheng Wenjuan Zhang 67 13 0 04 May 2022
Efficient Few-Shot Fine-Tuning for Opinion Summarization Arthur Bravzinskas Ramesh Nallapati Joey Tianyi Zhou Markus Dreyer 38 24 0 04 May 2022
Compositional Task-Oriented Parsing as Abstractive Question Answering Wenting Zhao Konstantine Arkoudas Weiqiong Sun Claire Cardie 81 13 0 04 May 2022
Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking Hwanhee Lee Kang Min Yoo Joonsuk Park Hwaran Lee Kyomin Jung HILM 55 11 0 04 May 2022
CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training Xin Wang Yasheng Wang Yao Wan Jiawei Wang Pingyi Zhou Li Li Hao Wu Jin Liu 75 36 0 04 May 2022
Aligning to Social Norms and Values in Interactive Narratives Prithviraj Ammanabrolu Liwei Jiang Maarten Sap Hannaneh Hajishirzi Yejin Choi AI4CE 94 49 0 04 May 2022
Sequencer: Deep LSTM for Image Classification Yuki Tatsunami Masato Taki VLM ViT 59 82 0 04 May 2022
CoCa: Contrastive Captioners are Image-Text Foundation Models Jiahui Yu Zirui Wang Vijay Vasudevan Legg Yeung Mojtaba Seyedhosseini Yonghui Wu VLM CLIP OffRL 296 1,312 0 04 May 2022
ASE: Large-Scale Reusable Adversarial Skill Embeddings for Physically Simulated Characters Xue Bin Peng Yunrong Guo L. Halper Sergey Levine Sanja Fidler 62 15 0 04 May 2022
All You May Need for VQA are Image Captions Soravit Changpinyo Doron Kukliansky Idan Szpektor Xi Chen Nan Ding Radu Soricut 101 76 0 04 May 2022
Provably Confidential Language Modelling Xuandong Zhao Lei Li Yu Wang MU 95 17 0 04 May 2022
Data Governance in the Age of Large-Scale Data-Driven Language Technology Yacine Jernite Huu Nguyen Stella Biderman A. Rogers Maraim Masoud ... Jorg Frohberg Aaron Gokaslan Peter Henderson Rishi Bommasani Margaret Mitchell 78 53 0 04 May 2022
Unified Semantic Typing with Meaningful Label Inference James Y. Huang Bangzheng Li Lyne Tchapmi Muhao Chen 88 32 0 04 May 2022
AmbiPun: Generating Humorous Puns with Ambiguous Context Anirudh Mittal Yufei Tian Nanyun Peng 75 26 0 04 May 2022
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features Yufei Tian Nanyun Peng 79 28 0 03 May 2022
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction Dongyuan Li William Groves T. K. Saha Joel R. Tetreault Alex Jaimes Hao Peng Philip S. Yu 48 16 0 03 May 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training Mingda Chen Jingfei Du Ramakanth Pasunuru Todor Mihaylov Srini Iyer Ves Stoyanov Zornitsa Kozareva SSL AI4MH 105 67 0 03 May 2022