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"This paper introduces a new task and a new dataset", "we improve the state of the art in X by Y" -- it is rare to find a current natural language processing paper (or AI paper more generally) that does not contain such statements.
Logik der Forschung
Karl Popper. 1934 · 1934
Earlier work this paper cites.
Tractatus Logicus Philosophicus und Philosophische Untersuchungen , volume 1 of Werkausgabe
Ludwig Wittgenstein. 1953/84 · 1953
Earlier work this paper cites.
Progress Report on Artificial intelligence
Marvin Minsky and Seymour Papert. 1972 · 1972
Earlier work this paper cites.
The Grasshopper: Games, Life, and Utopia
Bernard Suits. 1978 · 1978
Earlier work this paper cites.
From micro-worlds to knowledge: AI at an impasse
Hubert L. Dreyfus. 1981 · 1981
Earlier work this paper cites.
Vision: A Computational Investigation into the Human Representation and Processing of Visual Information
David Marr. 1982 · 1982
Earlier work this paper cites.
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C. Lawrence Zitnick, and Ross Girshick. 2017 · 1997
Earlier work this paper cites.
Reinforcement Learning
Richard S. Sutton and Andrew G. Barto. 1998 · 1998
Earlier work this paper cites.
Entailment, intensionality and text understanding
Cleo Condoravdi, Richard Crouch, Valeria de Paiva, Reinhard Stolle, and Daniel G Bobrow. 2003 · 2003
Earlier work this paper cites.
Generating Instructions in Virtual Environments ( GIVE ): A Challenge and an Evaluation Testbed for NLG
Donna Byron, Alexander Koller, Jon Oberlander, Laura Stoia, and Kristina Striegnitz. 2007 · 2007
Earlier work this paper cites.
Inter-Coder Agreement for Computational Linguistics
Ron Artstein and Massimo Poesio. 2008 · 2008
Earlier work this paper cites.
The GRUVE Challenge : Generating Routes under Uncertainty in Virtual Environments
Srini Janarthanam and Oliver Lemon. 2011 · 2011
Earlier work this paper cites.
Mapping the Landscape of Human-Level Artificial General Intelligence
Sam Adams, Itmar Arel, Joscha Bach, Robert Coop, Rod Furlan, Ben Goertzel, J. Storrs Hall, Alexei Samsonovich, Matthias Scheutz, Matthew Schlesinger, Stuart C. Shapiro, and John Sowa. 2012 · 2012
Earlier work this paper cites.
Developing a corpus of strategic conversation in the settlers of catan
Stefanos Afantenos, Nicholas Asher, Farah Benamara, Anais Cadilhac, Cedric Degremont, Pascal Denis, Markus Guhe, Simon Keizer, Alex Lascarides, Oliver Lemon, Philippe Muller, Soumya Paul, Verena Rieser, and Laure Vieu. 2012 · 2012
Earlier work this paper cites.
A Robotic Agent in a Virtual Environment that Performs Situated Incremental Understanding of Navigational Utterances
Takashi Yamauchi, Mikio Nakano, and Kotaro Funakoshi. 2013 · 2013
Earlier work this paper cites.
Vqa: Visual question answering
Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, Margaret Mitchell, Dhruv Batra, C. Lawrence Zitnick, and Devi Parikh. 2015 · 2015
Cited alongside, same era.
Neural Module Networks
Jacob Andreas, Marcus Rohrbach, Trevor Darrell, and Dan Klein. 2016 · 2016
Cited alongside, same era.
Reference production in human-computer interaction : Issues for Corpus-based Referring Expression Generation
Danillo da Silva Rocha and Ivandré Paraboni. 2016 · 2016
Cited alongside, same era.
Revisiting Visual Question Answering Baselines
Allan Jabri, Armand Joulin, and Laurens van der Maaten. 2016 · 2016
Cited alongside, same era.
The malmo platform for artificial intelligence experimentation
Matthew Johnson, Katja Hofmann, Tim Hutton, and David Bignell. 2016 · 2016
Cited alongside, same era.
TextWorld: A Learning Environment for Text-based Games
Marc-Alexandre Côté, Ákos Kádár, Xingdi Yuan, Ben Kybartas, Tavian Barnes, Emery Fine, James Moore, Matthew Hausknecht, Layla El Asri, Mahmoud Adada, Wendy Tay, and Adam Trischler. 2018 · 2018
Later among the works it cites.
Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna M. Wallach, Hal Daumé III, and Kate Crawford. 2018 · 2018
Later among the works it cites.
The Task Matters. Comparing Image Captioning and Task-Based Dialogical Image Description
Nikolai Ilinykh, Sina Zarrieß, and David Schlangen. 2018 · 2018
Later among the works it cites.
Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction
Dipendra Misra, Andrew Bennett, Valts Blukis, Eyvind Niklasson, Max Shatkhin, and Yoav Artzi. 2018 · 2018
Later among the works it cites.
A Corpus for Reasoning About Natural Language Grounded in Photographs
Alane Suhr, Stephanie Zhou, Iris Zhang, Huajun Bai, and Yoav Artzi. 2018 · 2018
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Simon Brodeur, Ethan Perez, Ankesh Anand, Florian Golemo, Luca Celotti, Florian Strub, Jean Rouat, Hugo Larochelle, and Aaron Courville. 2017 · 2017
Cited alongside, same era.
Matterport3D : Learning from RGB-D Data in Indoor Environments
Angel Chang, Angela Dai, Thomas Funkhouser, Manolis Savva, and Shuran Song. 2017 · 2017
Cited alongside, same era.
IQA: Visual Question Answering in Interactive Environments
Daniel Gordon, Aniruddha Kembhavi, Mohammad Rastegari, Joseph Redmon, Dieter Fox, and Ali Farhadi. 2017 · 2017
Cited alongside, same era.
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering
Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, and Devi Parikh. 2017 · 2017
Cited alongside, same era.
MINOS: Multimodal Indoor Simulator for Navigation in Complex Environments
Manolis Savva, Angel X. Chang, Alexey Dosovitskiy, Thomas Funkhouser, and Vladlen Koltun. 2017 · 2017
Cited alongside, same era.
Mastering the game of Go without human knowledge
David Silver, Julian Schrittwieser, Karen Simonyan, Ioannis Antonoglou, Aja Huang, Arthur Guez, Thomas Hubert, Lucas Baker, Matthew Lai, Adrian Bolton, Yutian Chen, Timothy Lillicrap, Fan Hui, Laurent Sifre, George Van Den Driessche, Thore Graepel, and Demis Hassabis. 2017 · 2017
Cited alongside, same era.
A Corpus of Natural Language for Visual Reasoning
Alane Suhr, Mike Lewis, James Yeh, and Yoav Artzi. 2017 · 2017
Cited alongside, same era.
Later among the works it cites.
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference
Adina Williams, Nikita Nangia, and Samuel R. Bowman. 2018 · 2018
Later among the works it cites.
Gibson Env: Real-World Perception for Embodied Agents
Fei Xia, Amir Zamir, Zhi-Yang He, Alexander Sax, Jitendra Malik, and Silvio Savarese. 2018 · 2018
Later among the works it cites.
CHALET : Cornell House Agent Learning Environment
Claudia Yan, Dipendra Misra, Andrew Bennett, Aaron Walsman, Yonatan Bisk, and Yoav Artzi. 2018 · 2018
Later among the works it cites.
A Structural Probe for Finding Syntax in Word Representations
John Hewitt and Christopher D Manning. 2019 · 2019
Closest in time.
Self-Monitoring Navigation Agent via Auxiliary Progress Estimation
Chih-Yao Ma, Jiasen Lu, Zuxuan Wu, Ghassan AlRegib, Zsolt Kira, Richard Socher, and Caiming Xiong. 2019 · 2019
Closest in time.
Neural Transfer Learning for Natural Language Processing
Sebastian Ruder. 2019 · 2019
Closest in time.
Habitat: A Platform for Embodied AI Research
Manolis Savva, Abhishek Kadian, Oleksandr Maksymets, Yili Zhao, Erik Wijmans, Bhavana Jain, Julian Straub, Jia Liu, Vladlen Koltun, Jitendra Malik, Devi Parikh, and Dhruv Batra. 2019 · 2019
Closest in time.
Learning to Speak and Act in a Fantasy Text Adventure Game
Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, and Jason Weston. 2019 · 2019
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Learning and Evaluating General Linguistic Intelligence
Dani Yogatama, Cyprien de Masson D’Autume, Jerome Connor, Tomas Kocisky, Mike Chrzanowski, Lingpeng Kong, Angeliki Lazaridou, Wang Ling, Lei Yu, Chris Dyer, and Phil Blunsom. 2019 · 2019
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