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Zachary Gottesman

2 accepted papers

2026

BEDTime: A Unified Benchmark for Automatically Describing Time Series

ICML 2026poster

Recent works propose complex multi-modal models that handle both time series and language, ultimately claiming high performance on complex tasks like time series reasoning and cross-modal question answering. However, they skip foundational evaluations that such complex models should have mastered. S…

Cited by 0SourceScholar
2025

Math Neurosurgery: Isolating Language Models’ Math Reasoning Abilities Using Only Forward Passes

ACL 2025long

Math reasoning is an active area of Large Language Model (LLM) research because it is a hallmark of artificial intelligence and has implications in several domains, including math education. However, few works have explored how math reasoning is encoded within LLM parameters and if it is a skill tha…