PIQA: Reasoning about Physical Commonsense in Natural Language

26 November 2019

Yejin Choi

Papers citing "PIQA: Reasoning about Physical Commonsense in Natural Language"

50 / 1,393 papers shown

Title
Symbolic Discovery of Optimization Algorithms Xiangning Chen Chen Liang Da Huang Esteban Real Kaiyuan Wang ... Xuanyi Dong Thang Luong Cho-Jui Hsieh Yifeng Lu Quoc V. Le 176 381 0 13 Feb 2023
Offsite-Tuning: Transfer Learning without Full Model Guangxuan Xiao Ji Lin Song Han 90 76 0 09 Feb 2023
Benchmarks for Automated Commonsense Reasoning: A Survey E. Davis ELM LRM 90 63 0 09 Feb 2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity Yejin Bang Samuel Cahyawijaya Nayeon Lee Wenliang Dai Dan Su ... Tiezheng Yu Willy Chung Quyet V. Do Yan Xu Pascale Fung ReLM LRM 153 1,399 0 08 Feb 2023
Chain of Hindsight Aligns Language Models with Feedback Hao Liu Carmelo Sferrazza Pieter Abbeel ALM 139 124 0 06 Feb 2023
Learning the Effects of Physical Actions in a Multi-modal Environment Gautier Dagan Frank Keller A. Lascarides LM&Ro 81 4 0 27 Jan 2023
Can We Use Probing to Better Understand Fine-tuning and Knowledge Distillation of the BERT NLU? Jakub Ho'scilowicz Marcin Sowanski Piotr Czubowski Artur Janicki 59 2 0 27 Jan 2023
Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression Jaeyong Song Jinkyu Yim Jaewon Jung Hongsun Jang H. Kim Youngsok Kim Jinho Lee GNN 67 28 0 24 Jan 2023
Lexi: Self-Supervised Learning of the UI Language Pratyay Banerjee Shweti Mahajan Kushal Arora Chitta Baral Oriana Riva 60 17 0 23 Jan 2023
Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers Damai Dai Yutao Sun Li Dong Y. Hao Shuming Ma Zhifang Sui Furu Wei LRM 103 169 0 20 Dec 2022
The case for 4-bit precision: k-bit Inference Scaling Laws Tim Dettmers Luke Zettlemoyer MQ 112 234 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
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 87 51 0 18 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
ALERT: Adapting Language Models to Reasoning Tasks Ping Yu Tianlu Wang O. Yu. Golovneva Badr AlKhamissi Siddharth Verma Zhijing Jin Gargi Ghosh Mona T. Diab Asli Celikyilmaz ReLM LRM 75 19 0 16 Dec 2022
Structured Prompting: Scaling In-Context Learning to 1,000 Examples Y. Hao Yutao Sun Li Dong Zhixiong Han Yuxian Gu Furu Wei LRM 59 75 0 13 Dec 2022
Discovering Latent Knowledge in Language Models Without Supervision Collin Burns Haotian Ye Dan Klein Jacob Steinhardt 163 386 0 07 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 116 5 0 07 Dec 2022
DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing Conglong Li Z. Yao Xiaoxia Wu Minjia Zhang Connor Holmes Cheng Li Yuxiong He 69 25 0 07 Dec 2022
A Probabilistic-Logic based Commonsense Representation Framework for Modelling Inferences with Multiple Antecedents and Varying Likelihoods Shantanu Jaiswal Liu Yan Dongkyu Choi Kenneth Kwok 67 0 0 30 Nov 2022
GPT-Neo for commonsense reasoning -- a theoretical and practical lens Rohan Kashyap Vivek Kashyap Narendra C.P ReLM ELM LRM 84 7 0 28 Nov 2022
Artificial Interrogation for Attributing Language Models Farhan Dhanani Muhammad Rafi 34 1 0 20 Nov 2022
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models Guangxuan Xiao Ji Lin Mickael Seznec Hao Wu Julien Demouth Song Han MQ 249 844 0 18 Nov 2022
EvEntS ReaLM: Event Reasoning of Entity States via Language Models Evangelia Spiliopoulou Artidoro Pagnoni Yonatan Bisk Eduard H. Hovy LRM ReLM 72 10 0 10 Nov 2022
Detecting Euphemisms with Literal Descriptions and Visual Imagery .Ilker Kesen Aykut Erdem Erkut Erdem Iacer Calixto 51 4 0 08 Nov 2022
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering Maitreya Patel Tejas Gokhale Chitta Baral Yezhou Yang 124 12 0 07 Nov 2022
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question Alireza Mohammadshahi Thomas Scialom Majid Yazdani Pouya Yanki Angela Fan James Henderson Marzieh Saeidi 91 20 0 02 Nov 2022
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities Nianzu Ma Sahisnu Mazumder A. Politowicz Bing-Quan Liu Eric Robertson Scott Grigsby 77 1 0 31 Oct 2022
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering Deepanway Ghosal Navonil Majumder Rada Mihalcea Soujanya Poria 92 10 0 29 Oct 2022
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models Xiaoman Pan Wenlin Yao Hongming Zhang Dian Yu Dong Yu Jianshu Chen KELM 296 25 0 28 Oct 2022
What Language Model to Train if You Have One Million GPU Hours? Teven Le Scao Thomas Wang Daniel Hesslow Lucile Saulnier Stas Bekman ... Lintang Sutawika Jaesung Tae Zheng-Xin Yong Julien Launay Iz Beltagy MoE AI4CE 318 109 0 27 Oct 2022
Analyzing Multi-Task Learning for Abstractive Text Summarization Frederic Kirstein Jan Philip Wahle Terry Ruas Bela Gipp 68 4 0 26 Oct 2022
Towards Better Few-Shot and Finetuning Performance with Forgetful Causal Language Models Hao Liu Xinyang Geng Lisa Lee Igor Mordatch Sergey Levine Sharan Narang Pieter Abbeel KELM CLL 89 2 0 24 Oct 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach Wenhao Yu Chenguang Zhu Zhihan Zhang Shuohang Wang Zhuosheng Zhang Yuwei Fang Meng Jiang LRM ReLM 64 19 0 23 Oct 2022
The Curious Case of Absolute Position Embeddings Koustuv Sinha Amirhossein Kazemnejad Siva Reddy J. Pineau Dieuwke Hupkes Adina Williams 135 15 0 23 Oct 2022
LMPriors: Pre-Trained Language Models as Task-Specific Priors Kristy Choi Chris Cundy Sanjari Srivastava Stefano Ermon BDL 112 43 0 22 Oct 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives Prajjwal Bhargava Vincent Ng LRM 335 4 0 22 Oct 2022
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 242 200 0 22 Oct 2022
Transcending Scaling Laws with 0.1% Extra Compute Yi Tay Jason W. Wei Hyung Won Chung Vinh Q. Tran David R. So ... Donald Metzler Slav Petrov N. Houlsby Quoc V. Le Mostafa Dehghani LRM 109 71 0 20 Oct 2022
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers Wanjun Zhong Tingting Ma Jiahai Wang Jian Yin Tiejun Zhao Chin-Yew Lin Nan Duan LRM CoGe 79 2 0 20 Oct 2022
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions Mo Yu Yi Gu Xiaoxiao Guo Yufei Feng Xiao-Dan Zhu Michael A. Greenspan Murray Campbell Chuang Gan LRM 63 0 0 18 Oct 2022
SafeText: A Benchmark for Exploring Physical Safety in Language Models Sharon Levy Emily Allaway Melanie Subbiah Lydia B. Chilton D. Patton Kathleen McKeown William Yang Wang 96 45 0 18 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
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
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation Ying Su Zihao Wang Tianqing Fang Hongming Zhang Yangqiu Song Tong Zhang 65 15 0 14 Oct 2022
Probing Commonsense Knowledge in Pre-trained Language Models with Sense-level Precision and Expanded Vocabulary Daniel Loureiro A. Jorge ReLM KELM AI4MH LRM 45 1 0 12 Oct 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix Zhuosheng Zhang Shuohang Wang Yichong Xu Yuwei Fang Wenhao Yu Yang Liu Han Zhao Chenguang Zhu Michael Zeng SSL LRM 70 16 0 12 Oct 2022
Mind's Eye: Grounded Language Model Reasoning through Simulation Ruibo Liu Jason W. Wei S. Gu Te-Yen Wu Soroush Vosoughi Claire Cui Denny Zhou Andrew M. Dai ReLM LRM 217 83 0 11 Oct 2022
Are All Steps Equally Important? Benchmarking Essentiality Detection of Events Haoyu Wang Hongming Zhang Yueguan Wang Yuqian Deng Muhao Chen Dan Roth 88 1 0 08 Oct 2022