ActionCOMET: A Zero-shot Approach to Learn Image-specific Commonsense Concepts about Actions

17 October 2024

Shailaja Keyur Sampat

Yezhou Yang

Chitta Baral

LM&Ro

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Papers citing "ActionCOMET: A Zero-shot Approach to Learn Image-specific Commonsense Concepts about Actions"

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Title
A Systematic Investigation of Commonsense Knowledge in Large Language Models Xiang Lorraine Li A. Kuncoro Jordan Hoffmann Cyprien de Masson dÁutume Phil Blunsom Aida Nematzadeh LRM 61 58 0 31 Oct 2021
CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images Shailaja Keyur Sampat Akshay Kumar Yezhou Yang Chitta Baral 46 26 0 13 Apr 2021
Multi-Modal Answer Validation for Knowledge-Based VQA Jialin Wu Jiasen Lu Ashish Sabharwal Roozbeh Mottaghi 119 144 0 23 Mar 2021
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines K. Murugesan Mattia Atzeni Pavan Kapanipathi Pushkar Shukla Yara Rizk Gerald Tesauro Kartik Talamadupula Mrinmaya Sachan Murray Campbell LM&Ro LLMAG OffRL 56 56 0 08 Oct 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 662 41,736 0 28 May 2020
ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks Mohit Shridhar Jesse Thomason Daniel Gordon Yonatan Bisk Winson Han Roozbeh Mottaghi Luke Zettlemoyer Dieter Fox LM&Ro 104 766 0 03 Dec 2019
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning Rohit Girdhar Deva Ramanan 50 177 0 10 Oct 2019
CLEVRER: CoLlision Events for Video REpresentation and Reasoning Kexin Yi Yuta Saito Yunzhu Li Pushmeet Kohli Jiajun Wu Antonio Torralba J. Tenenbaum NAI 104 473 0 03 Oct 2019
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding Ben Zhou Daniel Khashabi Qiang Ning Dan Roth AIMat 86 196 0 06 Sep 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang Ronan Le Bras Chandra Bhagavatula Yejin Choi AIMat RALM LRM 101 453 0 31 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 520 24,351 0 26 Jul 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 82 910 0 12 Jun 2019
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 151 877 0 27 Nov 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 249 2,837 0 11 Jun 2018
Towards Automatic Learning of Procedures from Web Instructional Videos Luowei Zhou Chenliang Xu Jason J. Corso EgoV 72 825 0 28 Mar 2017
FVQA: Fact-based Visual Question Answering Peng Wang Qi Wu Chunhua Shen Anton van den Hengel A. Dick CoGe 77 456 0 17 Jun 2016
Explicit Knowledge-based Reasoning for Visual Question Answering Peng Wang Qi Wu Chunhua Shen Anton Van Den Hengel A. Dick 71 259 0 09 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 467 62,122 0 04 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 256 4,471 0 20 Nov 2014