ReAct
Combined reasoning traces with actions for tool-using language-model agents.
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- 2026-10-10
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Synthetic Recollections - A Case Study in Prompt Injection for ReAct LLM Agents labs.withsecure.com
A practical scenario showing how prompt injection can be used to hi-jack the ReAct loop used by LLM agents to inject forged thoughts and associated observations into the LLM context, thus altering the intended behavior.
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Abductive Commonsense Reasoning openreview.net
ICLR'20, 2020. [All Versions]. Abductive commonsense reasoning on large language models.
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ESRA: Explainable Scientific Research Assistant aclanthology.org
ACL'21 Demo Track, 2021. [All Versions]. A tool for constructing and visualizing the knowledge graph of a query keyword in literature retrieving.
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TxAgent github.com
Therapeutic reasoning agent using multi-step reasoning and a large scientific tool universe for drug interactions, contraindications, and personalized treatment analysis.
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Reason reasonml.github.io
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Abductive Plan Recognition by Extending Bayesian Logic Programs cs.utexas.edu
ECML'11, 2011. [All Versions]. Plan recognition is the task of predicting an agent’s top-level plans based on its observed actions. It is an abductive reasoning task that involves inferring cause from effect. Most existing approaches to plan recognition use either first-order…
Artificial Intelligence › Learn > Foundational papers: “Combined reasoning traces with actions for tool-using language-model agents.”