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Are Pretrained Language Models Symbolic Reasoners Over Knowledge?

Are Pretrained Language Models Symbolic Reasoners Over Knowledge?

18 June 2020
Nora Kassner
Benno Kroje
Hinrich Schütze
    ReLM
    LRM
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Papers citing "Are Pretrained Language Models Symbolic Reasoners Over Knowledge?"

3 / 3 papers shown
Title
A Mechanistic Interpretation of Syllogistic Reasoning in Auto-Regressive Language Models
A Mechanistic Interpretation of Syllogistic Reasoning in Auto-Regressive Language Models
Geonhee Kim
Marco Valentino
André Freitas
LRM
AI4CE
30
7
0
16 Aug 2024
Pushing the Limits of Rule Reasoning in Transformers through Natural
  Language Satisfiability
Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability
Kyle Richardson
Ashish Sabharwal
ReLM
LRM
30
24
0
16 Dec 2021
Language Models as Knowledge Bases?
Language Models as Knowledge Bases?
Fabio Petroni
Tim Rocktaschel
Patrick Lewis
A. Bakhtin
Yuxiang Wu
Alexander H. Miller
Sebastian Riedel
KELM
AI4MH
437
2,588
0
03 Sep 2019
1