Fetching the paper…
Reading the bibliography…
A class of explainable NLP models for reasoning tasks support their decisions by generating free-form or structured explanations, but what happens when these supporting structures contain errors? Our goal is to allow users to interactively correct explanation structures through natural language feedback.
Roberta: A robustly optimized bert pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
Earlier work this paper cites.
Huggingface’s transformers: State-of-the-art natural language processing
Thomas Wolf, L Debut, V Sanh, J Chaumond, C Delangue, A Moi, P Cistac, T Rault, R Louf, M Funtowicz, et al. 2019 · 1910
Earlier work this paper cites.
Active learning for graph neural networks via node feature propagation
Yuexin Wu, Yichong Xu, Aarti Singh, Yiming Yang, and Artur Dubrawski. 2019 · 1910
Earlier work this paper cites.
Defeasible reasoning
J. Pollock. 1987 · 1987
Earlier work this paper cites.
Interactive machine learning
Jerry Alan Fails and D. Olsen. 2003 · 2003
Earlier work this paper cites.
Active learning with feedback on both features and instances
H. Raghavan. 2006 · 2006
Earlier work this paper cites.
A recursive semantics for defeasible reasoning
J. Pollock. 2009 · 2009
Earlier work this paper cites.
Closing the loop: Fast, interactive semi-supervised annotation with queries on features and instances
Burr Settles. 2011 · 2011
Earlier work this paper cites.
Designing for transient use: A human-in-the-loop translation platform for refugees
D. Brown and R. Grinter. 2016 · 2016
Cited alongside, same era.
Interactive machine learning for health informatics: when do we need the human-in-the-loop?
Andreas Holzinger. 2016 · 2016
Cited alongside, same era.
Learning language games through interaction
Sida I. Wang, Percy Liang, and Christopher D. Manning. 2016 · 2016
Cited alongside, same era.
Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter. 2017 · 2017
Cited alongside, same era.
Multilingual anchoring: Interactive topic modeling and alignment across languages
Michelle Yuan, Benjamin Van Durme, and Jordan L. Ying. 2018 · 2018
Cited alongside, same era.
Teaching a black-box learner
Wiqa: A dataset for “what if…” reasoning over procedural text
Niket Tandon, Bhavana Dalvi, Keisuke Sakaguchi, Peter Clark, and Antoine Bosselut. 2019 · 2019
Later among the works it cites.
Active imitation learning with noisy guidance
Kianté Brantley, Amr Sharaf, and Hal Daum’e. 2020 · 2020
Later among the works it cites.
Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J Liu. 2020 · 2020
Later among the works it cites.
Thinking like a skeptic: Defeasible inference in natural language
Rachel Rudinger, Vered Shwartz, Jena D. Hwang, Chandra Bhagavatula, Maxwell Forbes, Ronan Le Bras, Noah A. Smith, and Yejin Choi. 2020 · 2020
Later among the works it cites.
Teaching pre-trained models to systematically reason over implicit knowledge
Alon Talmor, Oyvind Tafjord, P. Clark, Y. Goldberg, and Jonathan Berant. 2020 · 2020
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
S. Dasgupta, Daniel J. Hsu, Stefanos Poulis, and Xiaojin Zhu. 2019 · 2019
Cited alongside, same era.
Improving natural language interaction with robots using advice
Nikhil Mehta and Dan Goldwasser. 2019 · 2019
Cited alongside, same era.
Coached conversational preference elicitation: A case study in understanding movie preferences
Filip Radlinski, K. Balog, B. Byrne, and K. Krishnamoorthi. 2019 · 2019
Cited alongside, same era.
Michelle Yuan, Mozhi Zhang, Benjamin Van Durme, Leah Findlater, and Jordan L. Boyd-Graber. 2020 · 2020
Later among the works it cites.
Nl-edit: Correcting semantic parse errors through natural language interaction
Ahmed Elgohary, Christopher Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, and Ahmed Hassan Awadallah. 2021 · 2021
Closest in time.
Speak to your parser: Interactive text-to-sql with natural language feedback
Ahmed Elgohary, Ahmed Hassan Awadallah, et al. 2020 · 2077
Closest in time.