Papers citing "Language Models are Few-Shot Learners"

50 / 12,431 papers shown

Title
Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks Kaiser Sun Peng Qi Yuhao Zhang Lan Liu William Yang Wang Zhiheng Huang 80 9 0 19 Dec 2022
Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training Jing-ling Huang Zhengxuan Wu Kyle Mahowald Christopher Potts 83 14 0 19 Dec 2022
Improved Long-Form Spoken Language Translation with Large Language Models Arya D. McCarthy Haotong Zhang Shankar Kumar Felix Stahlberg Axel H. Ng 71 2 0 19 Dec 2022
A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models Karin de Langis Dongyeop Kang 103 1 0 19 Dec 2022
Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations Xinxi Lyu Sewon Min Iz Beltagy Luke Zettlemoyer Hannaneh Hajishirzi VLM 75 68 0 19 Dec 2022
Synthetic Pre-Training Tasks for Neural Machine Translation Zexue He Graeme W. Blackwood Yikang Shen Julian McAuley Rogerio Feris 54 4 0 19 Dec 2022
Training Trajectories of Language Models Across Scales Mengzhou Xia Mikel Artetxe Chunting Zhou Xi Lin Ramakanth Pasunuru Danqi Chen Luke Zettlemoyer Ves Stoyanov AIFin LRM 98 64 0 19 Dec 2022
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 175 2,440 0 19 Dec 2022
Evaluating Human-Language Model Interaction Mina Lee Megha Srivastava Amelia Hardy John Thickstun Esin Durmus ... Hancheng Cao Tony Lee Rishi Bommasani Michael S. Bernstein Percy Liang LM&MA ALM 108 102 0 19 Dec 2022
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 103 46 0 19 Dec 2022
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 123 58 0 19 Dec 2022
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja Boshi Wang Hugo Latapie Jayanth Srinivasa Yu-Chuan Su 76 13 0 19 Dec 2022
On Event Individuation for Document-Level Information Extraction William Gantt Reno Kriz Yunmo Chen Siddharth Vashishtha Aaron Steven White 69 2 0 19 Dec 2022
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor Or Honovich Thomas Scialom Omer Levy Timo Schick ALM 167 374 0 19 Dec 2022
Multilingual Sequence-to-Sequence Models for Hebrew NLP Matan Eyal Hila Noga Roee Aharoni Idan Szpektor Reut Tsarfaty 47 4 0 19 Dec 2022
StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer Kangchen Zhu Zhiliang Tian Ruifeng Luo Xiaoguang Mao OOD 105 3 0 19 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 78 33 0 19 Dec 2022
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages Ercong Nie Sheng Liang Helmut Schmid Hinrich Schütze VLM RALM LRM 114 22 0 19 Dec 2022
Optimizing Prompts for Text-to-Image Generation Y. Hao Zewen Chi Li Dong Furu Wei 125 152 0 19 Dec 2022
Explanation Regeneration via Information Bottleneck Qintong Li Zhiyong Wu Lingpeng Kong Wei Bi 93 4 0 19 Dec 2022
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 232 327 0 19 Dec 2022
Latent Diffusion for Language Generation Justin Lovelace Varsha Kishore Chao-gang Wan Eliot Shekhtman Kilian Q. Weinberger DiffM 132 82 0 19 Dec 2022
Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension Peng Gao Feng Gao Jiancheng Ni Yu Wang Fei Wang 62 3 0 19 Dec 2022
AI Art in Architecture J. Ploennigs Markus Berger DiffM 81 72 0 19 Dec 2022
Review of security techniques for memristor computing systems Minhui Zou Nan Du Shahar Kvatinsky AAML 26 7 0 19 Dec 2022
E-NER -- An Annotated Named Entity Recognition Corpus of Legal Text Ting Wai Terence Au Ingemar J. Cox Vasileios Lampos AILaw 72 28 0 19 Dec 2022
MIGA: A Unified Multi-task Generation Framework for Conversational Text-to-SQL Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 75 7 0 19 Dec 2022
PromptBoosting: Black-Box Text Classification with Ten Forward Passes Bairu Hou J. O'Connor Jacob Andreas Shiyu Chang Yang Zhang VLM 57 44 0 19 Dec 2022
Discovering Language Model Behaviors with Model-Written Evaluations Ethan Perez Sam Ringer Kamilė Lukošiūtė Karina Nguyen Edwin Chen ... Danny Hernandez Deep Ganguli Evan Hubinger Nicholas Schiefer Jared Kaplan ALM 102 407 0 19 Dec 2022
Natural Language to Code Generation in Interactive Data Science Notebooks Pengcheng Yin Wen-Ding Li Kefan Xiao Abhishek Rao Yeming Wen ... Paige Bailey Michele Catasta Henryk Michalewski Oleksandr Polozov Charles Sutton 85 66 0 19 Dec 2022
ColoristaNet for Photorealistic Video Style Transfer Xiaowen Qiu Ruize Xu Boan He Yingtao Zhang Wenqiang Zhang Weifeng Ge 59 0 0 19 Dec 2022
I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation Chandra Bhagavatula Jena D. Hwang Doug Downey Ronan Le Bras Ximing Lu Lianhui Qin Keisuke Sakaguchi Swabha Swayamdipta Peter West Yejin Choi 103 34 0 19 Dec 2022
Emergent Analogical Reasoning in Large Language Models Taylor Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 112 320 0 19 Dec 2022
Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data Maxime Darrin Pablo Piantanida Pierre Colombo OODD 222 15 0 18 Dec 2022
Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis Firas Khader Gustav Mueller-Franzes Tian Wang T. Han Soroosh Tayebi Arasteh ... Keno Bressem Christiane Kuhl S. Nebelung Jakob Nikolas Kather Daniel Truhn 32 6 0 18 Dec 2022
JEMMA: An Extensible Java Dataset for ML4Code Applications Anjan Karmakar Miltiadis Allamanis Romain Robbes VLM 55 3 0 18 Dec 2022
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale Hritik Bansal Karthik Gopalakrishnan Saket Dingliwal S. Bodapati Katrin Kirchhoff Dan Roth LRM 90 51 0 18 Dec 2022
On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization Shiji Xin Yifei Wang Jingtong Su Yisen Wang OOD 92 7 0 18 Dec 2022
Synthesis and Evaluation of a Domain-specific Large Data Set for Dungeons & Dragons Akila Peiris Nisansa de Silva 54 5 0 18 Dec 2022
PoE: a Panel of Experts for Generalized Automatic Dialogue Assessment Chen Zhang L. F. D’Haro Qiquan Zhang Thomas Friedrichs Haizhou Li 77 7 0 18 Dec 2022
Low-Resource Authorship Style Transfer: Can Non-Famous Authors Be Imitated? Ajay Patel Nicholas Andrews Chris Callison-Burch 75 7 0 18 Dec 2022
Language model acceptability judgements are not always robust to context Koustuv Sinha Jon Gauthier Aaron Mueller Kanishka Misra Keren Fuentes R. Levy Adina Williams 90 18 0 18 Dec 2022
Foundation models in brief: A historical, socio-technical focus Johannes Schneider VLM 71 9 0 17 Dec 2022
Controlling Styles in Neural Machine Translation with Activation Prompt Yifan Wang Zewei Sun Shanbo Cheng Weiguo Zheng Mingxuan Wang 87 10 0 17 Dec 2022
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations Jifan Chen Yuhao Zhang Lan Liu Rui Dong Xinchi Chen Patrick Ng William Yang Wang Zhiheng Huang AI4CE 69 4 0 17 Dec 2022
Neural Story Planning Anbang Ye Christopher Cui Taiwei Shi Mark O. Riedl 59 8 0 16 Dec 2022
Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers J. Michaelov Benjamin Bergen 44 17 0 16 Dec 2022
Evaluating Step-by-Step Reasoning through Symbolic Verification Yi-Fan Zhang Hanlin Zhang Li Erran Li Eric P. Xing ReLM LRM 92 8 0 16 Dec 2022
Plansformer: Generating Symbolic Plans using Transformers Vishal Pallagani Bharath Muppasani K. Murugesan F. Rossi L. Horesh Biplav Srivastava F. Fabiano Andrea Loreggia LM&Ro LLMAG OffRL 74 38 0 16 Dec 2022
Hippocampus-Inspired Cognitive Architecture (HICA) for Operant Conditioning Deokgun Park Md Ashaduzzaman Rubel Mondol Sm Mazharul Islam Aishwarya Pothula 45 0 0 16 Dec 2022