Papers citing "Language Models are Few-Shot Learners"

50 / 12,256 papers shown

Title
Towards a Universal Continuous Knowledge Base Gang Chen Maosong Sun Yang Liu 55 3 0 25 Dec 2020
Towards Continual Reinforcement Learning: A Review and Perspectives Khimya Khetarpal Matthew D Riemer Irina Rish Doina Precup CLL OffRL 142 324 0 25 Dec 2020
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling Yixin Nie Mary Williamson Joey Tianyi Zhou Douwe Kiela Jason Weston 102 84 0 24 Dec 2020
QUACKIE: A NLP Classification Task With Ground Truth Explanations Yves Rychener X. Renard Djamé Seddah P. Frossard Marcin Detyniecki 34 3 0 24 Dec 2020
Automated Lay Language Summarization of Biomedical Scientific Reviews Yue Guo Weijian Qiu Yizhong Wang T. Cohen 71 78 0 23 Dec 2020
A Survey on Visual Transformer Kai Han Yunhe Wang Hanting Chen Xinghao Chen Jianyuan Guo ... Chunjing Xu Yixing Xu Zhaohui Yang Yiman Zhang Dacheng Tao ViT 229 2,275 0 23 Dec 2020
A Maturity Assessment Framework for Conversational AI Development Platforms Johan Aronsson Philip Lu Daniel Struber Thorsten Berger 28 12 0 22 Dec 2020
Few-Shot Text Generation with Pattern-Exploiting Training Timo Schick Hinrich Schütze 106 148 0 22 Dec 2020
myGym: Modular Toolkit for Visuomotor Robotic Tasks M. Vavrecka Nikita Sokovnin Megi Mejdrechova G. Sejnova Marek Otáhal 28 6 0 21 Dec 2020
A Distributional Approach to Controlled Text Generation Muhammad Khalifa Hady ElSahar Marc Dymetman 167 119 0 21 Dec 2020
Building LEGO Using Deep Generative Models of Graphs Rylee Thompson Elahe Ghalebi Terrance Devries Graham W. Taylor GAN AI4CE 76 20 0 21 Dec 2020
Universal Policies for Software-Defined MDPs Daniel Selsam Jesse Michael Han L. D. Moura Patrice Godefroid 47 2 0 21 Dec 2020
Sub-Linear Memory: How to Make Performers SLiM Valerii Likhosherstov K. Choromanski Jared Davis Xingyou Song Adrian Weller 66 19 0 21 Dec 2020
Fusing CNNs and statistical indicators to improve image classification Javier Huertas-Tato Alejandro Martín Julián Fierrez David Camacho 66 37 0 20 Dec 2020
LieTransformer: Equivariant self-attention for Lie Groups M. Hutchinson Charline Le Lan Sheheryar Zaidi Emilien Dupont Yee Whye Teh Hyunjik Kim 123 111 0 20 Dec 2020
Quantum Optical Convolutional Neural Network: A Novel Image Recognition Framework for Quantum Computing Rishab Parthasarathy Rohan T. Bhowmik 41 27 0 19 Dec 2020
Toward Transformer-Based Object Detection Josh Beal Eric Kim Eric Tzeng Dong Huk Park Andrew Zhai Dmitry Kislyuk ViT 97 215 0 17 Dec 2020
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 135 3,015 0 17 Dec 2020
Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: a Short Survey Cédric Colas Tristan Karch Olivier Sigaud Pierre-Yves Oudeyer 154 95 0 17 Dec 2020
End-to-End Human Pose and Mesh Reconstruction with Transformers Kevin Qinghong Lin Lijuan Wang Zicheng Liu ViT 82 628 0 17 Dec 2020
A Generalization of Transformer Networks to Graphs Vijay Prakash Dwivedi Xavier Bresson AI4CE 115 763 0 17 Dec 2020
Few-shot Sequence Learning with Transformers Lajanugen Logeswaran Ann Lee Myle Ott Honglak Lee MarcÁurelio Ranzato Arthur Szlam ViT 64 12 0 17 Dec 2020
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts Ji Hou Benjamin Graham Matthias Nießner Saining Xie 3DPC 132 270 0 16 Dec 2020
Open Problems in Cooperative AI Allan Dafoe Edward Hughes Yoram Bachrach Tantum Collins Kevin R. McKee Joel Z Leibo Kate Larson T. Graepel 116 203 0 15 Dec 2020
Attention over learned object embeddings enables complex visual reasoning David Ding Felix Hill Adam Santoro Malcolm Reynolds M. Botvinick OCL 110 71 0 15 Dec 2020
Nested Named Entity Recognition with Partially-Observed TreeCRFs Yao Fu Chuanqi Tan Mosha Chen Songfang Huang Fei Huang 150 52 0 15 Dec 2020
Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs K. Desnos Nicolas Sourbier Pierre-Yves Raumer Olivier Gesny Maxime Pelcat 33 12 0 15 Dec 2020
*-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task Dmitry Tsarkov Tibor Tihon Nathan Scales Nikola Momchev Danila Sinopalnikov Nathanael Scharli 76 17 0 15 Dec 2020
Writing Polishment with Simile: Task, Dataset and A Neural Approach Jiayi Zhang Zhi Cui Xiaoqiang Xia Yalong Guo Yanran Li Chen Wei Jianwei Cui 71 18 0 15 Dec 2020
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown Basel Alomair Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 548 1,963 0 14 Dec 2020
Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo Alexander M. Rush Yoon Kim 92 406 0 14 Dec 2020
Communication-Efficient Federated Learning with Compensated Overlap-FedAvg Yuhao Zhou Qing Ye Jiancheng Lv FedML 61 127 0 12 Dec 2020
When is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning? Gavin Brown Mark Bun Vitaly Feldman Adam D. Smith Kunal Talwar 314 102 0 11 Dec 2020
Hardware Beyond Backpropagation: a Photonic Co-Processor for Direct Feedback Alignment Julien Launay Iacopo Poli Kilian Muller Gustave Pariente I. Carron L. Daudet Florent Krzakala S. Gigan MoE 75 18 0 11 Dec 2020
ParsiNLU: A Suite of Language Understanding Challenges for Persian Daniel Khashabi Arman Cohan Siamak Shakeri Pedram Hosseini Pouya Pezeshkpour ... Niloofar Safi Samghabadi Mahsa Shafaei Saber Sheybani Ali Tazarv Yadollah Yaghoobzadeh 62 44 0 11 Dec 2020
Towards Neural Programming Interfaces Zachary Brown Nathaniel R. Robinson David Wingate Nancy Fulda AI4CE 116 5 0 10 Dec 2020
Imitating Interactive Intelligence Josh Abramson Arun Ahuja Iain Barr Arthur Brussee Federico Carnevale ... Greg Wayne Duncan Williams Nathaniel Wong Chen Yan Rui Zhu LM&Ro 89 71 0 10 Dec 2020
Topological Planning with Transformers for Vision-and-Language Navigation Kevin Chen Junshen K. Chen Jo Chuang Nathan Tsoi Silvio Savarese LM&Ro 95 101 0 09 Dec 2020
Positional Encoding as Spatial Inductive Bias in GANs Rui Xu Xintao Wang Kai-xiang Chen Bolei Zhou Chen Change Loy GAN 97 90 0 09 Dec 2020
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 308 267 0 09 Dec 2020
NavRep: Unsupervised Representations for Reinforcement Learning of Robot Navigation in Dynamic Human Environments Daniel Dugas Juan I. Nieto Roland Siegwart Jen Jen Chung SSL 77 51 0 08 Dec 2020
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 281 142 0 08 Dec 2020
Parallel Training of Deep Networks with Local Updates Michael Laskin Luke Metz Seth Nabarrao Mark Saroufim Badreddine Noune Carlo Luschi Jascha Narain Sohl-Dickstein Pieter Abbeel FedML 117 27 0 07 Dec 2020
Foundations for Near-Term Quantum Natural Language Processing B. Coecke G. Felice K. Meichanetzidis Alexis Toumi 119 87 0 07 Dec 2020
When Do Curricula Work? Xiaoxia Wu Ethan Dyer Behnam Neyshabur 92 118 0 05 Dec 2020
Unleashing the Tiger: Inference Attacks on Split Learning Dario Pasquini G. Ateniese M. Bernaschi FedML 114 152 0 04 Dec 2020
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation Nan Tang Ju Fan Fangyi Li Jianhong Tu Xiaoyong Du Guoliang Li Samuel Madden M. Ouzzani 93 76 0 04 Dec 2020
Classification and reconstruction of optical quantum states with deep neural networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum 88 64 0 03 Dec 2020
Towards an AI assistant for power grid operators Antoine Marot Alexandre Rozier Matthieu Dussartre Laure Crochepierre Benjamin Donnot AI4CE 59 10 0 03 Dec 2020
From Goals, Waypoints & Paths To Long Term Human Trajectory Forecasting K. Mangalam Yang An Harshayu Girase Jitendra Malik 54 280 0 02 Dec 2020