Ishita Dasgupta
Ishita Dasgupta has 2 papers in our library, in 2022, most of them on Language models & pretraining, Reasoning; often with Andrew Lampinen, Antonia Creswell, Felix Hill.
OpenAlex · ORCID · h-index 16 · 70 works · 2,046 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 3,833 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #4472
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- Can language models learn from explanations in context? (2022 · 295 citations)
Large language models can pick up new tasks from a handful of in-context examples. The authors test whether adding explanations to those examples, as people do when teaching, also helps models. They took 40 difficult tasks and subtasks from BIG-bench. For each, one author wrote post-answer explanations for 15 sampled… - Language models show human-like content effects on reasoning tasks (2022 · 162 citations)
Ideally, abstract reasoning should not depend on what a problem is about. Yet people reason better when a problem's meaning agrees with the logically correct answer. Psychologists call these "content effects." This paper asks whether large language models, whose expectations come from human-written text, blend…
All works
- Can language models learn from explanations in context?Findings of the Association for Computational LinguisticsAndrew Lampinen, Ishita Dasgupta, Stephanie Chan, et al.2022 · 295 citations
- Language models show human-like content effects on reasoning tasksarXiv:2207.07051Ishita Dasgupta, Andrew K. Lampinen, Stephanie C. Y. Chan, et al.2022 · 162 citations
- Collaborating with language models for embodied reasoning ↗arXiv:2302.00763 · no summary yetIshita Dasgupta et al.2023 · 36 citations
- PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs ↗arXiv (Cornell University) · no summary yetSoroush Nasiriany et al.2024 · 21 citations
- Distilling Internet-Scale Vision-Language Models into Embodied Agents ↗arXiv:2301.12507 · no summary yetTheodore Sumers et al.2023 · 9 citations
- Is This Just Fantasy? Language Model Representations Reflect Human Judgments of Event Plausibility ↗arXiv (Cornell University) · no summary yetMichael A. Lepori et al.2025
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2022
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