Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art

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Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art

25 March 2024

Neeloy Chakraborty

Katherine Driggs-Campbell

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Papers citing "Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art"

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TextWorld: A Learning Environment for Text-based Games Marc-Alexandre Côté Ákos Kádár Xingdi Yuan Ben A. Kybartas Tavian Barnes ... Matthew J. Hausknecht Layla El Asri Mahmoud Adada Wendy Tay Adam Trischler LLMAG 44 370 0 29 Jun 2018
VirtualHome: Simulating Household Activities via Programs Xavier Puig K. Ra Marko Boben Jiaman Li Tingwu Wang Sanja Fidler Antonio Torralba LM&Ro 93 492 0 19 Jun 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 148 1,657 0 14 Mar 2018
CARLA: An Open Urban Driving Simulator Alexey Dosovitskiy G. Ros Felipe Codevilla Antonio M. López V. Koltun VLM 135 5,173 0 10 Nov 2017
Deep Reinforcement Learning that Matters Peter Henderson Riashat Islam Philip Bachman Joelle Pineau Doina Precup David Meger OffRL 118 1,954 0 19 Sep 2017
Measuring Catastrophic Forgetting in Neural Networks Ronald Kemker Marc McClure Angelina Abitino Tyler L. Hayes Christopher Kanan CLL 105 721 0 07 Aug 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 207 2,654 0 09 May 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 112 795 0 18 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 116 2,015 0 31 Mar 2017
Beam Search Strategies for Neural Machine Translation Markus Freitag Yaser Al-Onaizan 78 393 0 06 Feb 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 283 8,134 0 16 Jun 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 217 5,747 0 23 Feb 2016
LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop Feng Yu Ari Seff Yinda Zhang Shuran Song Thomas Funkhouser Jianxiong Xiao 94 2,338 0 10 Jun 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 347 3,547 0 10 Jun 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014
A tutorial on conformal prediction Glenn Shafer V. Vovk 452 1,144 0 21 Jun 2007