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We probe pre-trained transformer language models for bridging inference.
Assessing BERT’s syntactic abilities
Yoav Goldberg. 2019 · 1901
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Do attention heads in bert track syntactic dependencies?
Phu Mon Htut, Jason Phang, Shikha Bordia, and Samuel R. Bowman. 2019 · 1911
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A deterministic algorithm for bridging anaphora resolution
Yufang Hou. 2018a · 1948
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Bridging
Herbert H. Clark. 1975 · 1975
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Bridging as coercive accomodation
Johan Bos, Paul Buitelaar, and Anne Marie Mineur. 1995 · 1995
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Bridging
Nicholas Asher and Alex Lascarides. 1998 · 1998
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Collective classification for fine-grained information status
Katja Markert, Yufang Hou, and Michael Strube. 2012 · 2012
Earlier work this paper cites.
Global inference for bridging anaphora resolution
Yufang Hou, Katja Markert, and Michael Strube. 2013 · 2013
Cited alongside, same era.
Enhanced word representations for bridging anaphora resolution
Yufang Hou. 2018b · 2018
Cited alongside, same era.
Bridging resolution: Task definition, corpus resources and rule-based experiments
Ina Roesiger, Arndt Riester, and Jonas Kuhn. 2018 · 2018
Cited alongside, same era.
What does BERT look at? an analysis of BERT’s attention
Kevin Clark, Urvashi Khandelwal, Omer Levy, and Christopher D. Manning. 2019 · 2019
Cited alongside, same era.
Cracking the contextual commonsense code: Understanding commonsense reasoning aptitude of deep contextual representations
Jeff Da and Jungo Kasai. 2019 · 2019
Cited alongside, same era.
BERT: Pre-training of deep bidirectional transformers for language understanding
What does BERT learn about the structure of language?
Ganesh Jawahar, Benoît Sagot, and Djamé Seddah. 2019 · 2019
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Revealing the dark secrets of BERT
Olga Kovaleva, Alexey Romanov, Anna Rogers, and Anna Rumshisky. 2019 · 2019
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Language models as knowledge bases?
Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, and Alexander Miller. 2019 · 2019
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Bert is not all you need for commonsense inference
S. Park, J. Son, S. w. Hwang, and K. Park. 2020 · 2020
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Probing for referential information in language models
Ionut-Teodor Sorodoc, Kristina Gulordava, and Gemma Boleda. 2020 · 2020
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oLMpics – on what language model pre-training captures
Alon Talmor, Yanai Elazar, Yoav Goldberg, and Jonathan Berant. 2020 · 2020
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Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
Attention is not Explanation
Sarthak Jain and Byron C. Wallace. 2019 · 2019
Cited alongside, same era.
Bridging anaphora resolution as question answering
Yufang Hou. 2020a
Cited in the paper.
Fine-grained information status classification using discourse context-aware BERT
Yufang Hou. 2020b
Cited in the paper.
Transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, and Alexander M. Rush. 2020 · 2020
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