Towards General Natural Language Understanding with Probabilistic
Worldbuilding

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Towards General Natural Language Understanding with Probabilistic Worldbuilding

6 May 2021

Abulhair Saparov

Tom Michael Mitchell

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Papers citing "Towards General Natural Language Understanding with Probabilistic Worldbuilding"

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Title
BF-Max: an Efficient Bit Flipping Decoder with Predictable Decoding Failure Rate Alessio Baldelli Marco Baldi F. Chiaraluce Paolo Santini 107 0 0 11 Jun 2025
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks Zhaofeng Wu Linlu Qiu Alexis Ross Ekin Akyürek Boyuan Chen Bailin Wang Najoung Kim Jacob Andreas Yoon Kim LRM ReLM 178 223 0 05 Jul 2023
World Models for Math Story Problems Andreas Opedal Niklas Stoehr Abulhair Saparov Mrinmaya Sachan ReLM 110 13 0 07 Jun 2023
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought Abulhair Saparov He He ELM LRM ReLM 299 315 0 03 Oct 2022
Generating Natural Language Proofs with Verifier-Guided Search Kaiyu Yang Jia Deng Danqi Chen LRM 130 72 0 25 May 2022
DREAM: Improving Situational QA by First Elaborating the Situation Yuling Gu Bhavana Dalvi Peter Clark 115 18 0 16 Dec 2021