PIQA: Reasoning about Physical Commonsense in Natural Language

26 November 2019

Yejin Choi

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

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LLM-QAT: Data-Free Quantization Aware Training for Large Language Models Zechun Liu Barlas Oğuz Changsheng Zhao Ernie Chang Pierre Stock Yashar Mehdad Yangyang Shi Raghuraman Krishnamoorthi Vikas Chandra MQ 60 191 0 29 May 2023
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models Qiang Zhang Jason Naradowsky Yusuke Miyao ELM 31 33 0 29 May 2023
A Knowledge Engineering Primer Agnieszka Lawrynowicz 27 0 0 26 May 2023
Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time Zichang Liu Aditya Desai Fangshuo Liao Weitao Wang Victor Xie Zhaozhuo Xu Anastasios Kyrillidis Anshumali Shrivastava 33 204 0 26 May 2023
NormBank: A Knowledge Bank of Situational Social Norms Caleb Ziems Jane Dwivedi-Yu Yi-Chia Wang A. Halevy Diyi Yang 43 41 0 26 May 2023
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers Sotiris Anagnostidis Dario Pavllo Luca Biggio Lorenzo Noci Aurelien Lucchi Thomas Hofmann 42 53 0 25 May 2023
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering Jie He U. SimonChiLok Víctor Gutiérrez-Basulto Jeff Z. Pan 49 10 0 25 May 2023
Just CHOP: Embarrassingly Simple LLM Compression A. Jha Tom Sherborne Evan Pete Walsh Dirk Groeneveld Emma Strubell Iz Beltagy 36 3 0 24 May 2023
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization Jeonghoon Kim J. H. Lee Sungdong Kim Joonsuk Park Kang Min Yoo S. Kwon Dongsoo Lee MQ 44 100 0 23 May 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLP Joongwon Kim Akari Asai Gabriel Ilharco Hannaneh Hajishirzi 39 11 0 22 May 2023
RWKV: Reinventing RNNs for the Transformer Era Bo Peng Eric Alcaide Quentin G. Anthony Alon Albalak Samuel Arcadinho ... Qihang Zhao P. Zhou Qinghua Zhou Jian Zhu Rui-Jie Zhu 97 562 0 22 May 2023
VNHSGE: VietNamese High School Graduation Examination Dataset for Large Language Models Dao Xuan-Quy Le Ngoc-Bich Vo The-Duy Phan Xuan-Dung Ngo Bac-Bien Nguyen Van-Tien Nguyen Thi-My-Thanh Nguyen Hong-Phuoc 27 16 0 20 May 2023
Prompting with Pseudo-Code Instructions Mayank Mishra Prince Kumar Riyaz Ahmad Bhat V. Rudramurthy Danish Contractor Srikanth G. Tamilselvam 47 13 0 19 May 2023
Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate Kai Xiong Xiao Ding Yixin Cao Ting Liu Bing Qin 23 60 0 19 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 128 1,152 0 17 May 2023
SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification Xupeng Miao Gabriele Oliaro Zhihao Zhang Xinhao Cheng Zeyu Wang ... Chunan Shi Zhuoming Chen Daiyaan Arfeen Reyna Abhyankar Zhihao Jia LRM 65 120 0 16 May 2023
Knowledge Rumination for Pre-trained Language Models Yunzhi Yao Peng Wang Shengyu Mao Chuanqi Tan Fei Huang Huajun Chen Ningyu Zhang KELM 32 3 0 15 May 2023
Multi-hop Commonsense Knowledge Injection Framework for Zero-Shot Commonsense Question Answering Xin Guan Biwei Cao Qingqing Gao Zheng Yin Bo Liu Jiuxin Cao 26 5 0 10 May 2023
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages Erik Nijkamp A. Ghobadzadeh Caiming Xiong Silvio Savarese Yingbo Zhou 155 164 0 03 May 2023
Training Large Language Models Efficiently with Sparsity and Dataflow V. Srinivasan Darshan Gandhi Urmish Thakker R. Prabhakar MoE 43 6 0 11 Apr 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 139 793 0 30 Mar 2023
IRFL: Image Recognition of Figurative Language Ron Yosef Yonatan Bitton Dafna Shahaf 46 18 0 27 Mar 2023
Koala: An Index for Quantifying Overlaps with Pre-training Corpora Thuy-Trang Vu Xuanli He Gholamreza Haffari Ehsan Shareghi CLL 27 13 0 26 Mar 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 54 54 0 26 Mar 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 100 12,418 0 27 Feb 2023
Testing AI on language comprehension tasks reveals insensitivity to underlying meaning Vittoria Dentella Fritz Guenther Elliot Murphy G. Marcus Evelina Leivada ELM 42 27 0 23 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 36 15 0 17 Feb 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Shafiq Joty VLM LRM 28 15 0 16 Feb 2023
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 69 353 0 13 Feb 2023
Learning the Effects of Physical Actions in a Multi-modal Environment Gautier Dagan Frank Keller A. Lascarides LM&Ro 38 3 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 25 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 34 25 0 24 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 25 152 0 20 Dec 2022
The case for 4-bit precision: k-bit Inference Scaling Laws Tim Dettmers Luke Zettlemoyer MQ 27 218 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 73 313 0 19 Dec 2022
Neural Story Planning Anbang Ye Christopher Cui Taiwei Shi Mark O. Riedl 21 8 0 16 Dec 2022
Discovering Latent Knowledge in Language Models Without Supervision Collin Burns Haotian Ye Dan Klein Jacob Steinhardt 73 331 0 07 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 52 4 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 32 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 29 0 0 30 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 101 749 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 37 10 0 10 Nov 2022
Detecting Euphemisms with Literal Descriptions and Visual Imagery .Ilker Kesen Aykut Erdem Erkut Erdem Iacer Calixto 32 4 0 08 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 33 20 0 02 Nov 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 58 10 0 29 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 35 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 17 19 0 23 Oct 2022
The Curious Case of Absolute Position Embeddings Koustuv Sinha Amirhossein Kazemnejad Siva Reddy J. Pineau Dieuwke Hupkes Adina Williams 87 15 0 23 Oct 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives Prajjwal Bhargava Vincent Ng LRM 200 4 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 47 68 0 20 Oct 2022