Towards General Natural Language Understanding with Probabilistic Worldbuilding von Saparov, Abulhair, Mitchell, Tom M.

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Schelling points on 3D surface meshes von Chen, Xiaobai, Saparov, Abulhair, Pang, Bill, Funkhouser, Thomas

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Effects of passive dendritic tree properties on the firing dynamics of a leaky-integrate-and-fire neuron von Saparov, Abulhair, Schwemmer, Michael A.

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Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis von Zheng, Hongyi, Saparov, Abulhair

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Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought von Saparov, Abulhair, He, He

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A Probabilistic Generative Grammar for Semantic Parsing von Saparov, Abulhair

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Retrieval-Augmented Chain-of-Thought in Semi-structured Domains von Mavi, Vaibhav, Saparov, Abulhair, Zhao, Chen

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MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs von Opedal, Andreas, Shirakami, Haruki, Schölkopf, Bernhard, Saparov, Abulhair, Sachan, Mrinmaya

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Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis von Zheng, Hongyi, Saparov, Abulhair

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Towards General Natural Language Understanding with Probabilistic Worldbuilding von Saparov, Abulhair, Mitchell, Tom M

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A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models von Rai, Daking, Zhou, Yilun, Feng, Shi, Saparov, Abulhair, Yao, Ziyu

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LLMs Are Prone to Fallacies in Causal Inference von Joshi, Nitish, Saparov, Abulhair, Wang, Yixin, He, He

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A Probabilistic Generative Grammar for Semantic Parsing von Saparov, Abulhair

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Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought von Saparov, Abulhair, He, He

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Personas as a Way to Model Truthfulness in Language Models von Joshi, Nitish, Rando, Javier, Saparov, Abulhair, Kim, Najoung, He, He

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World Models for Math Story Problems von Opedal, Andreas, Stoehr, Niklas, Saparov, Abulhair, Sachan, Mrinmaya

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Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners? von Opedal, Andreas, Stolfo, Alessandro, Shirakami, Haruki, Jiao, Ying, Cotterell, Ryan, Schölkopf, Bernhard, Saparov, Abulhair, Sachan, Mrinmaya

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Transformers Struggle to Learn to Search von Saparov, Abulhair, Pawar, Srushti, Pimpalgaonkar, Shreyas, Joshi, Nitish, Pang, Richard Yuanzhe, Padmakumar, Vishakh, Kazemi, Seyed Mehran, Kim, Najoung, He, He

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Jelly Bean World: A Testbed for Never-Ending Learning von Platanios, Emmanouil Antonios, Saparov, Abulhair, Mitchell, Tom

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Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples von Saparov, Abulhair, Pang, Richard Yuanzhe, Padmakumar, Vishakh, Joshi, Nitish, Kazemi, Seyed Mehran, Kim, Najoung, He, He

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