Papers citing "Language Models are Few-Shot Learners"

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Title
Few-Shot Learning of Compact Models via Task-Specific Meta Distillation Yong Wu Shekhor Chanda M. Hosseinzadeh Zhi Liu Yang Wang VLM 105 8 0 18 Oct 2022
Controllable Fake Document Infilling for Cyber Deception Yibo Hu Yu Lin Eric Parolin Latif Khan Kevin W. Hamlen 66 8 0 18 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 80 8 0 18 Oct 2022
Transfer learning with affine model transformation Shunya Minami Kenji Fukumizu Yoshihiro Hayashi Ryo Yoshida 69 1 0 18 Oct 2022
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation Hanqing Zhang Dawei Song 89 37 0 18 Oct 2022
Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models Zhiyuan Zhang Lingjuan Lyu Xingjun Ma Chenguang Wang Xu Sun AAML 64 43 0 18 Oct 2022
Systematicity in GPT-3's Interpretation of Novel English Noun Compounds Siyan Li Riley Carlson Christopher Potts AI4CE 52 15 0 18 Oct 2022
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints Omid Rohanian Hannah Jauncey Mohammadmahdi Nouriborji Vinod Kumar Chauhan Bronner P. Gonccalves Christiana Kartsonaki Isaric Clinical Characterisation Group L. Merson David Clifton 59 7 0 17 Oct 2022
Deepfake Text Detection: Limitations and Opportunities Jiameng Pu Zain Sarwar Sifat Muhammad Abdullah A. Rehman Yoonjin Kim P. Bhattacharya M. Javed Bimal Viswanath AAML 68 57 0 17 Oct 2022
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Percy Liang J. Leskovec 101 204 0 17 Oct 2022
Non-Contrastive Learning Meets Language-Image Pre-Training Jinghao Zhou Li Dong Zhe Gan Lijuan Wang Furu Wei VLM CLIP 75 26 0 17 Oct 2022
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them Mirac Suzgun Nathan Scales Nathanael Scharli Sebastian Gehrmann Yi Tay ... Aakanksha Chowdhery Quoc V. Le Ed H. Chi Denny Zhou Jason W. Wei ALM ELM LRM ReLM 280 1,143 0 17 Oct 2022
Table-To-Text generation and pre-training with TabT5 Ewa Andrejczuk Julian Martin Eisenschlos Francesco Piccinno Syrine Krichene Yasemin Altun LMTD 66 31 0 17 Oct 2022
Prompting GPT-3 To Be Reliable Chenglei Si Zhe Gan Zhengyuan Yang Shuohang Wang Jianfeng Wang Jordan L. Boyd-Graber Lijuan Wang KELM LRM 113 303 0 17 Oct 2022
Flipped Classroom: Effective Teaching for Time Series Forecasting P. Teutsch Patrick Mäder AI4TS 67 8 0 17 Oct 2022
Approximating Continuous Convolutions for Deep Network Compression Theo W. Costain V. Prisacariu 66 0 0 17 Oct 2022
Meta-Learning via Classifier(-free) Diffusion Guidance Elvis Nava Seijin Kobayashi Yifei Yin Robert K. Katzschmann Benjamin Grewe VLM 71 6 0 17 Oct 2022
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training A. M. H. Tiong Junnan Li Boyang Albert Li Silvio Savarese Guosheng Lin MLLM 131 109 0 17 Oct 2022
Keep Me Updated! Memory Management in Long-term Conversations Sanghwan Bae Donghyun Kwak Soyoung Kang Min Young Lee Sungdong Kim Yuin Jeong Hyeri Kim Sang-Woo Lee W. Park Nako Sung 116 51 0 17 Oct 2022
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 133 260 0 17 Oct 2022
Continuous Pseudo-Labeling from the Start Dan Berrebbi R. Collobert Samy Bengio Navdeep Jaitly Tatiana Likhomanenko 65 16 0 17 Oct 2022
Teacher Forcing Recovers Reward Functions for Text Generation Yongchang Hao Yuxin Liu Lili Mou OffRL 91 12 0 17 Oct 2022
Review learning: Real world validation of privacy preserving continual learning across medical institutions Jaesung Yoo Sung-Hyuk Choi Yewon Yang Suhyeon Kim J. Choi ... H. J. Joo Dae-Jung Kim R. Park Hyeong-Jin Yoon Kwangsoo Kim OffRL KELM 86 0 0 17 Oct 2022
Accelerating Transfer Learning with Near-Data Computation on Cloud Object Stores Arsany Guirguis Diana Petrescu Florin Dinu D. Quoc Javier Picorel R. Guerraoui 71 0 0 16 Oct 2022
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning Tzu-hsun Feng Annie Dong Ching-Feng Yeh Shu-Wen Yang Tzu-Quan Lin ... Xuankai Chang Shinji Watanabe Abdel-rahman Mohamed Shang-Wen Li Hung-yi Lee ELM SSL 102 35 0 16 Oct 2022
NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly Yi R. Fung Tuhin Chakraborty Hao Guo Owen Rambow Smaranda Muresan Heng Ji 83 42 0 16 Oct 2022
Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective Ping Yang Junjie Wang Ruyi Gan Xinyu Zhu Lin Zhang Ziwei Wu Xinyu Gao Jiaxing Zhang Tetsuya Sakai BDL 71 26 0 16 Oct 2022
Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding Jiadong Wang Wenkang Huang Qiuhui Shi Hongbin Wang Minghui Qiu Xiang Li Ming Gao KELM VLM 90 19 0 16 Oct 2022
Model Criticism for Long-Form Text Generation Yuntian Deng Volodymyr Kuleshov Alexander M. Rush 110 19 0 16 Oct 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 231 3,520 0 16 Oct 2022
Temporal Word Meaning Disambiguation using TimeLMs Mihir Godbole Parth Dandavate Aditya Kane 74 2 0 15 Oct 2022
TestAug: A Framework for Augmenting Capability-based NLP Tests Guanqun Yang Mirazul Haque Qiaochu Song Wei Yang Xueqing Liu ELM 61 0 0 14 Oct 2022
Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties Zeren Shui Daniel S. Karls Mingjian Wen Ilia Nikiforov E. Tadmor George Karypis 72 8 0 14 Oct 2022
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population Tianqing Fang Quyet V. Do Hongming Zhang Yangqiu Song Ginny Wong Simon See LRM 104 11 0 14 Oct 2022
The Debate Over Understanding in AI's Large Language Models Melanie Mitchell D. Krakauer ELM 155 222 0 14 Oct 2022
Sequential Learning Of Neural Networks for Prequential MDL J. Bornschein Yazhe Li Marcus Hutter AI4TS 55 7 0 14 Oct 2022
Free Fine-tuning: A Plug-and-Play Watermarking Scheme for Deep Neural Networks Run Wang Jixing Ren Boheng Li Tianyi She Wenhui Zhang Liming Fang Jing Chen Chao Shen Lina Wang WIGM 79 19 0 14 Oct 2022
Robust Preference Learning for Storytelling via Contrastive Reinforcement Learning Louis Castricato Alexander Havrilla Shahbuland Matiana Michael Pieler Anbang Ye Ian Yang Spencer Frazier Mark O. Riedl 95 13 0 14 Oct 2022
Extracting Cultural Commonsense Knowledge at Scale Shrestha Ghosh Simon Razniewski A. Varde Gerhard Weikum 106 66 0 14 Oct 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 179 91 0 14 Oct 2022
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling Jinchao Zhang Shuyang Jiang Jiangtao Feng Lin Zheng Dianbo Sui 3DV 195 9 0 14 Oct 2022
Abstract-to-Executable Trajectory Translation for One-Shot Task Generalization Stone Tao Xiaochen Li Tongzhou Mu Zhiao Huang Yuzhe Qin Hao Su 68 3 0 14 Oct 2022
Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values Yejin Bang Tiezheng Yu Andrea Madotto Zhaojiang Lin Mona T. Diab Pascale Fung 74 13 0 14 Oct 2022
A Survey of Parameters Associated with the Quality of Benchmarks in NLP Swaroop Mishra Anjana Arunkumar Chris Bryan Chitta Baral 105 1 0 14 Oct 2022
DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation Mojtaba Valipour Mehdi Rezagholizadeh I. Kobyzev A. Ghodsi 146 184 0 14 Oct 2022
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge Kosuke Nishida Naoki Yoshinaga Kyosuke Nishida 86 2 0 14 Oct 2022
Can Language Representation Models Think in Bets? Zhi–Bin Tang Mayank Kejriwal 51 6 0 14 Oct 2022
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility Himanshu Gupta Neeraj Varshney Swaroop Mishra Kuntal Kumar Pal Saurabh Arjun Sawant Kevin Scaria Siddharth Goyal Chitta Baral ELM 100 14 0 14 Oct 2022
Transparency Helps Reveal When Language Models Learn Meaning Zhaofeng Wu William Merrill Hao Peng Iz Beltagy Noah A. Smith 59 10 0 14 Oct 2022
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models Zdeněk Kasner Ioannis Konstas Ondrej Dusek 78 6 0 13 Oct 2022