Papers citing "Language Models are Few-Shot Learners"

50 / 11,640 papers shown

Title
Miutsu: NTU's TaskBot for the Alexa Prize Yen-Ting Lin Hui-Chi Kuo Zesheng Xu Ssu Chiu Chieh-Chih Hung Yi-Cheng Chen Chao-Wei Huang Yun-Nung Chen 25 2 0 16 May 2022
Adaptive Prompt Learning-based Few-Shot Sentiment Analysis Pengfei Zhang Tingting Chai Yongdong Xu VLM 24 13 0 15 May 2022
ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts Sonia K. Murthy Kyle Lo Daniel King Chandra Bhagavatula Bailey Kuehl Sophie Johnson Jon Borchardt Daniel S. Weld Tom Hope Doug Downey 40 12 0 14 May 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims Jifan Chen Aniruddh Sriram Eunsol Choi Greg Durrett HILM 36 60 0 14 May 2022
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets Philippe Laban Chien-Sheng Wu Wenhao Liu Caiming Xiong 43 5 0 13 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 59 345 0 13 May 2022
The Creativity of Text-to-Image Generation J. Oppenlaender 30 192 0 13 May 2022
Detailed Balanced Chemical Reaction Networks as Generalized Boltzmann Machines William G. Poole T. Ouldridge Manoj Gopalkrishnan E. Winfree 15 6 0 12 May 2022
Overparameterization Improves StyleGAN Inversion Yohan Poirier-Ginter Alexandre Lessard Ryan Smith Jean-François Lalonde 48 4 0 12 May 2022
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning Zixin Wen Yuanzhi Li SSL 37 34 0 12 May 2022
A Generalist Agent Scott E. Reed Konrad Zolna Emilio Parisotto Sergio Gomez Colmenarejo Alexander Novikov ... Yutian Chen R. Hadsell Oriol Vinyals Mahyar Bordbar Nando de Freitas LM&Ro LLMAG AI4CE 119 793 0 12 May 2022
Dynamic Prefix-Tuning for Generative Template-based Event Extraction Xiao Liu Heyan Huang Ge Shi Bo Wang 31 100 0 12 May 2022
Towards Answering Open-ended Ethical Quandary Questions Yejin Bang Nayeon Lee Tiezheng Yu Leila Khalatbari Yan Xu ... Romain Barraud Elham J. Barezi Andrea Madotto Hayden Kee Pascale Fung ELM 40 6 0 12 May 2022
Minimal Neural Network Models for Permutation Invariant Agents J. Pedersen S. Risi 51 3 0 12 May 2022
Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks Katherine M. Collins Catherine Wong Jiahai Feng Megan Wei J. Tenenbaum LRM 33 58 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 16 31 0 11 May 2022
Reducing Activation Recomputation in Large Transformer Models V. Korthikanti Jared Casper Sangkug Lym Lawrence C. McAfee M. Andersch M. Shoeybi Bryan Catanzaro AI4CE 44 257 0 10 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 74 298 0 10 May 2022
Extracting Latent Steering Vectors from Pretrained Language Models Nishant Subramani Nivedita Suresh Matthew E. Peters LLMSV 36 82 0 10 May 2022
A High Throughput Generative Vector Autoregression Model for Stochastic Synapses T. Hennen A. Elías J. Nodin G. Molas R. Waser D. J. Wouters D. Bedau 19 4 0 10 May 2022
Learning to Answer Visual Questions from Web Videos Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid ViT 42 33 0 10 May 2022
Symphony Generation with Permutation Invariant Language Model Jiafeng Liu Yuanliang Dong Zehua Cheng Xinran Zhang Xiaobing Li Feng Yu Maosong Sun 21 40 0 10 May 2022
Few-shot Mining of Naturally Occurring Inputs and Outputs Mandar Joshi Terra Blevins M. Lewis Daniel S. Weld Luke Zettlemoyer 33 1 0 09 May 2022
ConvMAE: Masked Convolution Meets Masked Autoencoders Peng Gao Teli Ma Hongsheng Li Ziyi Lin Jifeng Dai Yu Qiao ViT 19 122 0 08 May 2022
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence Myeongjun Jang Frank Mtumbuka Thomas Lukasiewicz 36 9 0 08 May 2022
Odor Descriptor Understanding through Prompting Laura Sisson 13 1 0 07 May 2022
When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it Sebastian Schuster Tal Linzen 18 25 0 06 May 2022
Beyond backpropagation: bilevel optimization through implicit differentiation and equilibrium propagation Nicolas Zucchet João Sacramento 36 15 0 06 May 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering Rongxiang Weng Chengyu Wang Minghui Qiu Qiuhui Shi Hongbin Wang Jun Huang Ming Gao RALM 39 16 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 26 3 0 06 May 2022
Communication-Efficient Adaptive Federated Learning Yujia Wang Lu Lin Jinghui Chen FedML 27 71 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 62 97 0 05 May 2022
Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021 Julia Kiseleva Ziming Li Mohammad Aliannejadi Shrestha Mohanty Maartje ter Hoeve ... I. Churin Putra Manggala Kata Naszádi Michiel van der Meer Taewoon Kim LLMAG 33 30 0 05 May 2022
PREME: Preference-based Meeting Exploration through an Interactive Questionnaire Negar Arabzadeh Ali Ahmadvand Julia Kiseleva Yang Liu Ahmed Hassan Awadallah Ming Zhong Milad Shokouhi 28 4 0 05 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 24 36 0 04 May 2022
Language Models in the Loop: Incorporating Prompting into Weak Supervision Ryan Smith Jason Alan Fries Braden Hancock Stephen H. Bach 58 53 0 04 May 2022
Compositional Task-Oriented Parsing as Abstractive Question Answering Wenting Zhao Konstantine Arkoudas Weiqiong Sun Claire Cardie 31 13 0 04 May 2022
A Computational Inflection for Scientific Discovery Tom Hope Doug Downey Oren Etzioni Daniel S. Weld Eric Horvitz AI4CE 36 32 0 04 May 2022
Sequencer: Deep LSTM for Image Classification Yuki Tatsunami Masato Taki VLM ViT 31 78 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 85 1,263 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 30 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 32 70 0 04 May 2022
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features Yufei Tian Nanyun Peng 19 27 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 42 64 0 03 May 2022
Adversarial Training for High-Stakes Reliability Daniel M. Ziegler Seraphina Nix Lawrence Chan Tim Bauman Peter Schmidt-Nielsen ... Noa Nabeshima Benjamin Weinstein-Raun D. Haas Buck Shlegeris Nate Thomas AAML 38 59 0 03 May 2022
Learning to Transfer Prompts for Text Generation Junyi Li Tianyi Tang J. Nie Ji-Rong Wen Wayne Xin Zhao 24 40 0 03 May 2022
Finding patterns in Knowledge Attribution for Transformers Jeevesh Juneja Ritu Agarwal KELM 19 1 0 03 May 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 127 3,527 0 02 May 2022
State-of-the-art in Open-domain Conversational AI: A Survey Tosin Adewumi F. Liwicki Marcus Liwicki 34 15 0 02 May 2022
Logiformer: A Two-Branch Graph Transformer Network for Interpretable Logical Reasoning Fangzhi Xu Jun Liu Qika Lin Yudai Pan Lingling Zhang 29 24 0 02 May 2022