Visual GenAI Summary

January 2025

DeepSeek-R1: Incentivizing Reasoning capability in LLMs via Reinforcement Learning

Series on reasoning based LLMs

Jan 27 • Bhaskarjit

6

July 2024

Detecting hallucinations in large language models using semantic entropy

Series on Methods for Quantifying Uncertainty in LLM Outputs

Jul 31, 2024 • Bhaskarjit

4

May 2024

Reflexion: Language Agents with Verbal Reinforcement Learning

Prompt engineering series on techniques eliciting reasoning capabilities of LLMs

May 10, 2024 • Bhaskarjit

2

Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting Over Heterogenous Sources

Prompt engineering series on techniques eliciting reasoning capabilities of LLMs

May 8, 2024 • Bhaskarjit

1

Chain-of-Symbol Prompting for Spatial Relationships in Large Language Models

Prompt engineering series on techniques eliciting reasoning capabilities of LLMs

May 6, 2024 • Bhaskarjit

1

Chain-of-Dictionary Prompting Elicits Translation in Large Language Models

Prompt engineering series on techniques eliciting reasoning capabilities of LLMs

May 5, 2024 • Bhaskarjit

1

From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting

Prompt engineering series on techniques eliciting reasoning capabilities of LLMs

May 3, 2024 • Bhaskarjit

1

April 2024

Chain-of-Verification Prompting

Prompt engineering series on techniques eliciting reasoning capabilities of LLMs

Apr 30, 2024 • Bhaskarjit

1

Chain of Natural Language Inferencing (CoNLI) Prompting

Prompt engineering series on techniques eliciting reasoning capabilities of LLMs

Apr 28, 2024 • Bhaskarjit

1

Self-Refine Prompting

Prompt engineering series on techniques eliciting reasoning capabilities of LLMs

Apr 25, 2024 • Bhaskarjit

2

Rephrase and Respond Prompting

Prompt engineering series on techniques eliciting reasoning capabilities of LLMs

Apr 23, 2024 • Bhaskarjit