Ondrej Salamon

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upvoted a collection 2 months ago

GUI Agents

Collection

8 items • Updated May 16 • 3

upvoted 4 papers 2 months ago

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 69

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 13

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 11

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Paper • 2312.10003 • Published Dec 15, 2023 • 43

upvoted a collection 2 months ago

💡 Interpretability - understanding LLMs

Collection

4 items • Updated Jul 10, 2024 • 3

upvoted 6 papers 2 months ago

Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning

Paper • 2401.17686 • Published Jan 31, 2024 • 1

Evidence to Generate (E2G): A Single-agent Two-step Prompting for Context Grounded and Retrieval Augmented Reasoning

Paper • 2401.05787 • Published Jan 11, 2024 • 1

Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models

Paper • 2402.05376 • Published Feb 8, 2024 • 2

Divide and Conquer for Large Language Models Reasoning

Paper • 2401.05190 • Published Jan 10, 2024 • 1

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 109

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Paper • 2502.02737 • Published Feb 4 • 235

upvoted a collection 2 months ago

Reasoning

Collection

4 items • Updated Mar 4 • 1

upvoted 6 papers 2 months ago

Understanding Social Reasoning in Language Models with Language Models

Paper • 2306.15448 • Published Jun 21, 2023 • 1

Certified Reasoning with Language Models

Paper • 2306.04031 • Published Jun 6, 2023 • 2

Human-like Affective Cognition in Foundation Models

Paper • 2409.11733 • Published Sep 18, 2024 • 6

Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs

Paper • 2503.01307 • Published Mar 3 • 39

Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning

Paper • 2305.12295 • Published May 20, 2023 • 1

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though

Paper • 2501.04682 • Published Jan 8 • 97

upvoted a collection 2 months ago

🌌 Cosmopedia

Collection

Resources for Cosmopedia dataset • 6 items • Updated May 5 • 9