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06/07/2023
World Models for Math Story Problems
Solving math story problems is a complex task for students and NLP model...
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05/24/2023
Understanding Arithmetic Reasoning in Language Models using Causal Mediation Analysis
Mathematical reasoning in large language models (LLMs) has garnered atte...
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05/23/2023
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
Although automatic dialogue tutors hold great potential in making educat...
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12/01/2022
Distilling Multi-Step Reasoning Capabilities of Large Language Models into Smaller Models via Semantic Decompositions
Step-by-step reasoning approaches like chain-of-thought (CoT) have prove...
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07/04/2022
Probing via Prompting
Probing is a popular method to discern what linguistic information is co...
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03/09/2022
Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang
Languages are continuously undergoing changes, and the mechanisms that u...
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02/28/2022
Logical Fallacy Detection
Reasoning is central to human intelligence. However, fallacious argument...
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09/12/2021
