Kanishka Misra
2 indexed papers
Recent (6 mo)
2With code
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226
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NLP×2AI×1
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Research Timeline
2026
Language Models Learn Constructional Semantics, Not To Mention Syntax: Investigating LM Understanding of Paired-Focus Constructions
The paper investigates whether modestly sized open-source language models can grasp the semantics of rare Paired-Focus constructions, finding that understanding emerges later in training and correlates with general world knowledge.
HERO'S JOURNEY: Testing Complex Rule Induction with Text Games
The paper introduces HERO'S JOURNEY, a benchmark for testing complex rule induction in text games, finding that while LLMs show limited rule induction ability, procedural tasks remain a significant challenge.
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Papers
cs.CLRecentJun 1, 2026
HERO'S JOURNEY: Testing Complex Rule Induction with Text Games
The paper introduces HERO'S JOURNEY, a benchmark for testing complex rule induction in text games, finding that while LLMs show limited rule induction ability, procedural tasks remain a significant ch…
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cs.CLcs.AIRecentMay 29, 2026