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The NLP community has seen substantial recent interest in grounding to facilitate interaction between language technologies and the world.
Induction and reference of entities in a visual story
Ruo-Ping Dong, Khyathi Raghavi Chandu, and Alan W. Black. 2019 · 1909
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The photobook dataset: Building common ground through visually-grounded dialogue
Janosch Haber, Tim Baumgärtner, Ece Takmaz, Lieke Gelderloos, Elia Bruni, and Raquel Fernández. 2019 · 1910
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Robust and interpretable grounding of spatial references with relation networks
Tsung-Yen Yang, Andrew S. Lan, and Karthik Narasimhan. 2020 · 1923
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Hearers and speech acts
Herbert H Clark and Thomas B Carlson. 1982 · 1982
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Mutual knowledge and communicative effectiveness
Robert M Krauss and Susan R Fussell. 1990 · 1990
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Grounding in communication
Herbert H. Clark and Susan E. Brennan. 1991 · 1991
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Why the child’s theory of mind really is a theory
Alison Gopnik and Henry M Wellman. 1992 · 1992
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Social cognition, joint attention, and communicative competence from 9 to 15 months of age
Malinda Carpenter, Katherine Nagell, Michael Tomasello, George Butterworth, and Chris Moore. 1998 · 1998
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Functional centering - grounding referential coherence in information structure
Michael Strube and Udo Hahn. 1999 · 1999
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An analysis of clarification dialogue for question answering
Marco De Boni and Suresh Manandhar. 2003 · 2003
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Towards a model of face-to-face grounding
Yukiko I. Nakano, Gabe Reinstein, Tom Stocky, and Justine Cassell. 2003 · 2003
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Grounding word meanings in sensor data: Dealing with referential uncertainty
Tim Oates. 2003 · 2003
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EBLA: A perceptually grounded model of language acquisition
Brian E. Pangburn, S. Sitharama Iyengar, Robert C. Mathews, and Jonathan P. Ayo. 2003 · 2003
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Conversational robots: building blocks for grounding word meaning
Deb Roy, Kai-Yuh Hsiao, and Nikolaos Mavridis. 2003 · 2003
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Speaking while monitoring addressees for understanding
Herbert H Clark and Meredyth A Krych. 2004 · 2004
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Explaining question answering models through text generation
Veronica Latcinnik and Jonathan Berant. 2020 · 2004
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Constructivist development of grounded construction grammar
Luc Steels. 2004 · 2004
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Proximity in context: An empirically grounded computational model of proximity for processing topological spatial expressions
John D. Kelleher, Geert-Jan M. Kruijff, and Fintan J. Costello. 2006 · 2006
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Grounded language modeling for automatic speech recognition of sports video
Michael Fleischman and Deb Roy. 2008 · 2008
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Convention: A philosophical study
David Lewis. 2008 · 2008
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How is meaning grounded in dictionary definitions?
Alexandre Blondin Massé, Guillaume Chicoisne, Yassine Gargouri, Stevan Harnad, Odile Marcotte, and Olivier Picard. 2008 · 2008
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Convai3: Generating clarifying questions for open-domain dialogue systems (clariq)
Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeff Dalton, and Mikhail S. Burtsev. 2020 · 2009
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Weakly supervised content selection for improved image captioning
Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish Thapliyal, and Radu Soricut. 2020b · 2009
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A general, abstract model of incremental dialogue processing
David Schlangen and Gabriel Skantze. 2009 · 2009
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Learning to summarize from human feedback
Nisan Stiennon, Long Ouyang, Jeff Wu, Daniel M. Ziegler, Ryan Lowe, Chelsea Voss, Alec Radford, Dario Amodei, and Paul F. Christiano. 2020 · 2009
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A linguistically grounded graph model for bilingual lexicon extraction
Florian Laws, Lukas Michelbacher, Beate Dorow, Christian Scheible, Ulrich Heid, and Hinrich Schütze. 2010 · 2010
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On achieving and evaluating language-independence in nlp
Emily M Bender. 2011 · 2011
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Reducing grounded learning tasks to grammatical inference
Benjamin Börschinger, Bevan K. Jones, and Mark Johnson. 2011 · 2011
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Fast online lexicon learning for grounded language acquisition
David L. Chen. 2012 · 2012
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Exploiting social information in grounded language learning via grammatical reduction
Mark Johnson, Katherine Demuth, and Michael C. Frank. 2012 · 2012
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A mixed-initiative conversational dialogue system for healthcare
Fabrizio Morbini, Eric Forbell, David DeVault, Kenji Sagae, David R. Traum, and Albert A. Rizzo. 2012 · 2012
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Event linking: Grounding event reference in a news archive
Joel Nothman, Matthew Honnibal, Ben Hachey, and James R. Curran. 2012 · 2012
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Grounding strategic conversation: Using negotiation dialogues to predict trades in a win-lose game
Anaïs Cadilhac, Nicholas Asher, Farah Benamara, and Alex Lascarides. 2013 · 2013
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A method for the approximation of incremental understanding of explicit utterance meaning using predictive models in finite domains
David DeVault and David R. Traum. 2013 · 2013
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Parsing entire discourses as very long strings: Capturing topic continuity in grounded language learning
Minh-Thang Luong, Michael C. Frank, and Mark Johnson. 2013 · 2013
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Grounded unsupervised semantic parsing
Hoifung Poon. 2013 · 2013
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Grounding action descriptions in videos
Michaela Regneri, Marcus Rohrbach, Dominikus Wetzel, Stefan Thater, Bernt Schiele, and Manfred Pinkal. 2013 · 2013
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Grounding language with points and paths in continuous spaces
Jacob Andreas and Dan Klein. 2014 · 2014
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Managing human-robot engagement with forecasts and… um … hesitations
Dan Bohus and Eric Horvitz. 2014 · 2014
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Multi-resolution language grounding with weak supervision
Rik Koncel-Kedziorski, Hannaneh Hajishirzi, and Ali Farhadi. 2014 · 2014
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Microsoft COCO: common objects in context
Tsung-Yi Lin, Michael Maire, Serge J. Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C. Lawrence Zitnick. 2014 · 2014
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Probabilistic labeling for efficient referential grounding based on collaborative discourse
Changsong Liu, Lanbo She, Rui Fang, and Joyce Y. Chai. 2014 · 2014
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Learning grounded meaning representations with autoencoders
Carina Silberer and Mirella Lapata. 2014 · 2014
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Text to 3d scene generation with rich lexical grounding
Angel X. Chang, Will Monroe, Manolis Savva, Christopher Potts, and Christopher D. Manning. 2015 · 2015
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Shared common ground influences information density in microblog texts
Gabriel Doyle and Michael C. Frank. 2015 · 2015
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Feedback in conversation as incremental semantic update
Arash Eshghi, Christine Howes, Eleni Gregoromichelaki, Julian Hough, and Matthew Purver. 2015 · 2015
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Ontologically grounded multi-sense representation learning for semantic vector space models
Sujay Kumar Jauhar, Chris Dyer, and Eduard H. Hovy. 2015 · 2015
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Can symbol grounding improve low-level nlp? word segmentation as a case study
Hirotaka Kameko, Shinsuke Mori, and Yoshimasa Tsuruoka. 2015 · 2015
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Simple learning and compositional application of perceptually grounded word meanings for incremental reference resolution
Casey Kennington and David Schlangen. 2015 · 2015
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Grounding semantics in olfactory perception
Douwe Kiela, Luana Bulat, and Stephen Clark. 2015 · 2015
Cited alongside, same era.
Multi- and cross-modal semantics beyond vision: Grounding in auditory perception
Douwe Kiela and Stephen Clark. 2015 · 2015
Cited alongside, same era.
The impact of listener gaze on predicting reference resolution
Nikolina Koleva, Martin Villalba, Maria Staudte, and Alexander Koller. 2015 · 2015
Cited alongside, same era.
Semantic grounding in dialogue for complex problem solving
Xiaolong Li and Kristy Boyer. 2015 · 2015
Cited alongside, same era.
A bayesian model of grounded color semantics
Brian McMahan and Matthew Stone. 2015 · 2015
Cited alongside, same era.
Grounded semantic parsing for complex knowledge extraction
Ankur P. Parikh, Hoifung Poon, and Kristina Toutanova. 2015 · 2015
Cited alongside, same era.
Word recognition, competition, and activation in a model of visually grounded speech
William N. Havard, Jean-Pierre Chevrot, and Laurent Besacier. 2019 · 2019
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Are you looking? grounding to multiple modalities in vision-and-language navigation
Ronghang Hu, Daniel Fried, Anna Rohrbach, Dan Klein, Trevor Darrell, and Kate Saenko. 2019 · 2019
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Multi-grained attention with object-level grounding for visual question answering
Pingping Huang, Jianhui Huang, Yuqing Guo, Min Qiao, and Yong Zhu. 2019 · 2019
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Large-scale representation learning from visually grounded untranscribed speech
Gabriel Ilharco, Yuan Zhang, and Jason Baldridge. 2019 · 2019
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Learning to discover, ground and use words with segmental neural language models
Kazuya Kawakami, Chris Dyer, and Phil Blunsom. 2019 · 2019
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Flickr30k entities: Collecting region-to-phrase correspondences for richer image-to-sentence models
Bryan A. Plummer, Liwei Wang, Chris M. Cervantes, Juan C. Caicedo, Julia Hockenmaier, and Svetlana Lazebnik. 2015 · 2015
Cited alongside, same era.
Perceptually grounded selectional preferences
Ekaterina Shutova, Niket Tandon, and Gerard de Melo. 2015 · 2015
Cited alongside, same era.
Verbs taking clausal and non-finite arguments as signals of modality - revisiting the issue of meaning grounded in syntax
Judith Eckle-Kohler. 2016 · 2016
Cited alongside, same era.
Multi30k: Multilingual english-german image descriptions
Desmond Elliott, Stella Frank, Khalil Sima’an, and Lucia Specia. 2016 · 2016
Cited alongside, same era.
Multimodal compact bilinear pooling for visual question answering and visual grounding
Akira Fukui, Dong Huk Park, Daylen Yang, Anna Rohrbach, Trevor Darrell, and Marcus Rohrbach. 2016 · 2016
Cited alongside, same era.
Physical causality of action verbs in grounded language understanding
Qiaozi Gao, Malcolm Doering, Shaohua Yang, and Joyce Yue Chai. 2016 · 2016
Cited alongside, same era.
Codraw: Collaborative drawing as a testbed for grounded goal-driven communication
Jin-Hwa Kim, Nikita Kitaev, Xinlei Chen, Marcus Rohrbach, Byoung-Tak Zhang, Yuandong Tian, Dhruv Batra, and Devi Parikh. 2019 · 2019
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Incremental transformer with deliberation decoder for document grounded conversations
Zekang Li, Cheng Niu, Fandong Meng, Yang Feng, Qian Li, and Jie Zhou. 2019 · 2019
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Towards content transfer through grounded text generation
Shrimai Prabhumoye, Chris Quirk, and Michel Galley. 2019 · 2019
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Leveraging past references for robust language grounding
Subhro Roy, Michael Noseworthy, Rohan Paul, Daehyung Park, and Nicholas Roy. 2019 · 2019
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Visually grounded neural syntax acquisition
Haoyue Shi, Jiayuan Mao, Kevin Gimpel, and Karen Livescu. 2019 · 2019
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A corpus for reasoning about natural language grounded in photographs
Alane Suhr, Stephanie Zhou, Ally Zhang, Iris Zhang, Huajun Bai, and Yoav Artzi. 2019 · 2019
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Trick me if you can: Human-in-the-loop generation of adversarial examples for question answering
Eric Wallace, Pedro Rodriguez, Shi Feng, Ikuya Yamada, and Jordan Boyd-Graber. 2019 · 2019
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Embedding imputation with grounded language information
Ziyi Yang, Chenguang Zhu, Vin Sachidananda, and Eric Darve. 2019 · 2019
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Words aren’t enough, their order matters: On the robustness of grounding visual referring expressions
Arjun R. Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu, and Siva Reddy. 2020 · 2020
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Experience grounds language
Yonatan Bisk, Ari Holtzman, Jesse Thomason, Jacob Andreas, Yoshua Bengio, Joyce Chai, Mirella Lapata, Angeliki Lazaridou, Jonathan May, Aleksandr Nisnevich, Nicolas Pinto, and Joseph P. Turian. 2020 · 2020
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Style variation as a vantage point for code-switching
Khyathi Raghavi Chandu and Alan W. Black. 2020 · 2020
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Reading between the lines: Exploring infilling in visual narratives
Khyathi Raghavi Chandu, Ruo-Ping Dong, and Alan W. Black. 2020a · 2020
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Grounding conversations with improvised dialogues
Hyundong Cho and Jonathan May. 2020 · 2020
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Learning to ground medical text in a 3d human atlas
Dusan Grujicic, Gorjan Radevski, Tinne Tuytelaars, and Matthew B. Blaschko. 2020 · 2020
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Catplayinginthesnow: Impact of prior segmentation on a model of visually grounded speech
William Havard, Laurent Besacier, and Jean-Pierre Chevrot. 2020 · 2020
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Beyond instructional videos: Probing for more diverse visual-textual grounding on youtube
Jack Hessel, Zhenhai Zhu, Bo Pang, and Radu Soricut. 2020 · 2020
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Room-across-room: Multilingual vision-and-language navigation with dense spatiotemporal grounding
Alexander Ku, Peter Anderson, Roma Patel, Eugene Ie, and Jason Baldridge. 2020 · 2020
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Clarq: A large-scale and diverse dataset for clarification question generation
Vaibhav Kumar and Alan W. Black. 2020 · 2020
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TVQA+: spatio-temporal grounding for video question answering
Jie Lei, Licheng Yu, Tamara L. Berg, and Mohit Bansal. 2020 · 2020
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S2ORC: The semantic scholar open research corpus
Kyle Lo, Lucy Lu Wang, Mark Neumann, Rodney Kinney, and Daniel Weld. 2020 · 2020
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Interview: Large-scale modeling of media dialog with discourse patterns and knowledge grounding
Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni, and Julian J. McAuley. 2020 · 2020
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Grounded compositional outputs for adaptive language modeling
Nikolaos Pappas, Phoebe Mulcaire, and Noah A. Smith. 2020 · 2020
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Rmm: A recursive mental model for dialog navigation
Homero Roman Roman, Yonatan Bisk, Jesse Thomason, Asli Celikyilmaz, and Jianfeng Gao. 2020 · 2020
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Commonsense reasoning for natural language processing
Maarten Sap, Vered Shwartz, Antoine Bosselut, Yejin Choi, and Dan Roth. 2020 · 2020
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A negative case analysis of visual grounding methods for VQA
Robik Shrestha, Kushal Kafle, and Christopher Kanan. 2020 · 2020
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Image-chat: Engaging grounded conversations
Kurt Shuster, Samuel Humeau, Antoine Bordes, and Jason Weston. 2020 · 2020
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Unsupervised commonsense question answering with self-talk
Vered Shwartz, Peter West, Ronan Le Bras, Chandra Bhagavatula, and Yejin Choi. 2020 · 2020
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Fine-grained grounding for multimodal speech recognition
Tejas Srinivasan, Ramon Sanabria, Florian Metze, and Desmond Elliott. 2020 · 2020
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Compguesswhat?!: A multi-task evaluation framework for grounded language learning
Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank, and Oliver Lemon. 2020 · 2020
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Refer, reuse, reduce: Grounding subsequent references in visual and conversational contexts
Ece Takmaz, Mario Giulianelli, Sandro Pezzelle, Arabella Sinclair, and Raquel Fernández. 2020 · 2020
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Now, over here: Leveraging extended attentional capabilities in human-robot interaction
Xiang Zhi Tan, Sean Andrist, Dan Bohus, and Eric Horvitz. 2020 · 2020
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Cross-modal language generation using pivot stabilization for web-scale language coverage
Ashish V. Thapliyal and Radu Soricut. 2020 · 2020
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A linguistic analysis of visually grounded dialogues based on spatial expressions
Takuma Udagawa, Takato Yamazaki, and Akiko Aizawa. 2020 · 2020
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Conversational graph grounded policy learning for open-domain conversation generation
Jun Xu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, and Ting Liu. 2020 · 2020
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Visually grounded compound pcfgs
Yanpeng Zhao and Ivan Titov. 2020 · 2020
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Grounded adaptation for zero-shot executable semantic parsing
Victor Zhong, Mike Lewis, Sida I. Wang, and Luke Zettlemoyer. 2020 · 2020
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Grounding as a collaborative process
Luciana Benotti and Patrick Blackburn. 2021a · 2021
Closest in time.
Evaluating induced CCG parsers on grounded semantic parsing
Yonatan Bisk, Siva Reddy, John Blitzer, Julia Hockenmaier, and Mark Steedman. 2016 · 2027
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Visually grounded continual learning of compositional phrases
Xisen Jin, Junyi Du, Arka Sadhu, Ram Nevatia, and Xiang Ren. 2020 · 2029
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MAF: multimodal alignment framework for weakly-supervised phrase grounding
Qinxin Wang, Hao Tan, Sheng Shen, Michael W. Mahoney, and Zhewei Yao. 2020 · 2038
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Grounded conversation generation as guided traverses in commonsense knowledge graphs
Houyu Zhang, Zhenghao Liu, Chenyan Xiong, and Zhiyuan Liu. 2020 · 2043
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Grounded language acquisition: A minimal commitment approach
Sushobhan Nayak and Amitabha Mukerjee. 2012 · 2076
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Zero-shot open entity typing as type-compatible grounding
Ben Zhou, Daniel Khashabi, Chen-Tse Tsai, and Dan Roth. 2018a · 2076
Closest in time.