Research publications by Praneeth Vadlapati:
Recent papers
Latest paper on tool search engine for AI agents:https://www.researchgate.net/publication/398436916_ToolSEE_Agent_Tool_Search_Engine_for_Reliable_Tool_Selection
https://www.academia.edu/145330723/ToolSEE_Agent_Tool_Search_Engine_for_Reliable_Tool_Selection
https://www.scribd.com/document/962881123/ToolSEE-Agent-Tool-Search-Engine-for-Reliable-Tool-Selection
https://github.com/Pro-GenAI/Agent-ToolSEE
Paper on ShortLang - Compressed Text for efficient LLMs:
https://github.com/Pro-GenAI/ShortLang
https://www.academia.edu/145030246/ShortLang_Compressed_Text_for_efficient_LLMs
Paper on small LLMs for fast and efficient AI:
https://github.com/Pro-GenAI/Small-Specialist-Models
Paper on data classifier for LLM training data:
https://github.com/Pro-GenAI/DataClassifier
https://www.scribd.com/document/958208902/Data-Classifier-An-AI-driven-approach-to-Label-LLM-Training-Data
Paper on reasoning router to select right reasoning strategy:
https://github.com/Pro-GenAI/Reasoning-Router
Paper on scratchpad-reasoning-in-llms:
https://github.com/Pro-GenAI/S3Q-Reasoning
https://www.academia.edu/144692725/Scratchpad_3Q_Reasoning_Surfacing_Assumptions_to_Mitigate_Hallucination_and_Improve_Truthfulness
Paper on AI-Driven Trend Based SEO - Academia.edu:
https://www.academia.edu/129653370/AutoTrendyKeywords_Real_Time_AI_Driven_Trend_Based_SEO
Paper on replanning and controlled retrieval for robust LLM reasoning:
https://www.scribd.com/document/958210216/iRAT-Replanning-and-Controlled-Retrieval-for-Robust-LLM-Reasoning
All papers
| Title | Paper | GitHub | ResearchGate | Academia | Blog |
|---|---|---|---|---|---|
|
ToolSEE: Agent Tool Search Engine for Reliable Tool Selection Introducing ToolSEE, an AI agent tool search engine for reliable tool selection based on contextual relevance and performance metrics |
Paper | Repo | ResearchGate | Academia | Paper page • Scribd |
| Index-RAG: Storing Text Location in Vector Databases for QA tasks Introducing Index-RAG, a novel method to enhance retrieval-augmented generation by storing text location in vector databases for improved question-answering tasks |
Paper | Repo | ResearchGate | Academia | Paper page • Scribd |
| ShortLang: Compressed Text for efficient LLMs Introducing ShortLang, a novel compressed text format to optimize LLM performance and reduce costs |
Paper | Repo | ResearchGate | Academia | Paper page • Scribd |
| Small Specialist Models: A Team of Cost-Effective, Efficient, and Fast AI models Exploring the potential of small language models in AI |
Paper | Repo | ResearchGate | Academia | Paper page • Scribd |
| Data Classifier: An AI-driven approach to Label LLM Training Data AI-based data classification for LLM training data |
Paper | Repo | ResearchGate | Academia | Paper page • Scribd |
| Reasoning Router: Dynamic Multi-Strategy Reasoning for Robust Multi-Step Problem
Solving Router to select optimal reasoning strategy for LLMs |
Paper | Repo | ResearchGate | Academia | Paper page • Scribd |
| Scratchpad 3Q Reasoning: Surfacing Assumptions to Mitigate Hallucination and
Improve Truthfulness in Large Language Models Exploring the use of scratchpads in LLMs for improved reasoning |
Paper | Repo | ResearchGate | Academia | Paper page • Scribd |
| MCP Agent Action Guard: Safe AI Agents through Action Classifier Classifying AI agent actions to categorize them for safety and reliability |
Paper | Repo | ResearchGate | Academia | Medium • Paper page • Scribd • Hugging Face Blog • YouTube |
| iRAT: Replanning and Controlled Retrieval for Robust LLM
Reasoning Retrieval-augmented reasoning techniques for LLMs |
Paper | Repo | ResearchGate | Academia | Medium • Paper page • Scribd |
| AutoTrendyKeywords: Real-Time AI-Driven Trend-Based SEO Using
LLMs Real-time trend detection for SEO with LLMs |
Paper | Repo | ResearchGate | Academia | Medium • Paper page |
| LML-DAP: Language Model Learning a Dataset for Data-Augmented
Prediction Combining language models with structured data for better predictions |
Paper | Repo | ResearchGate | Academia | arXiv • Medium • HF article |
| UpdAgent: AI Agent Version Control Framework for Real-Time Updation of
Tools Version control for agent tooling |
Paper | Repo | ResearchGate | Academia | |
| AGIent and Tool-Mart: A Super-Agent Framework Enabled by Marketplace-Driven Tool
Selection Super-agent architecture with a tools marketplace |
Paper | Repo | ResearchGate | Academia | |
| AutoPureData: Automated Filtering of Undesirable Web Data to Update LLM
Knowledge Automated filtering pipeline for LLM dataset hygiene |
Paper | Repo | ResearchGate | Academia | arXiv • Paper page • HF article • Scribd |
| AutoWatcher: A Real-Time Context-Aware Security Alert System using
LLMs Security alerting with LLMs |
Paper | Repo | ResearchGate | Academia | |
| The Power of Roles: Investigating Impact of Three Message Types on LLM
Responses Study of message types and system/user/assistant roles |
Paper | Repo | ResearchGate | Academia | |
| AutoPrecisePrompts: Automated LLM-based Prompt Engineering for Structured Data
Processing Automated prompt engineering for tabular/structured data |
Paper | Repo | ResearchGate | Academia | Medium |
| Agent-Supervisor: Supervising Actions of Autonomous AI Agents to Ensure Ethical
Compliance Supervisor framework to ensure ethical agent behaviour |
Paper | Repo | ResearchGate | Academia | Paper page • Scribd |
| Hierarchical Management of AI for Automated Monitoring and Query
Resolution Hierarchical AI architecture for monitoring and automated resolution |
Paper | Repo | ResearchGate | Academia | Paper page • Scribd |
| Does Seed Matter? Investigating the Effect of Random Seeds on LLM
Accuracy Study on random seed effects in LLM evaluations |
Paper | Repo | ResearchGate | Academia | |
| Investigating the Impact of Linguistic Errors of Prompts on LLM
Accuracy Effects of prompt linguistic errors on model accuracy |
Paper | Repo | ResearchGate | Academia | |
| iSearch: Enhanced Intelligent Search Based on a Query using
LLMs LLM-enhanced intelligent search |
Paper | Repo | ResearchGate | Academia | |
| Multilingual Prompting in LLMs: Investigating the Accuracy and
Performance Multilingual prompting study |
Paper | Repo | ResearchGate | Academia | |
| EaseText: Enhancing Comprehension of Complex Sentences using
LLMs Improving comprehension of complex text using LLMs |
Paper | Repo | ResearchGate | Academia | |
| AutoMarineWatcher: Real-Time Maritime Surveillance to Detect Threats using
YOLO Maritime surveillance using YOLO |
Paper | Repo | ResearchGate | Academia | |
| TokEncryption: Enhanced Hashing of Text using
Tokenization Tokenization-based text hashing |
Paper | Repo | ResearchGate | Academia | |
| TokenizedDB: Text Tokenization using NLP for Enhanced Storage Efficiency and Data
Privacy Tokenization for storage efficiency and privacy |
Paper | Repo | ResearchGate | Academia | |
| TokChat: Tokenization of Text for Secured Peer-to-Peer
Communication Secure P2P communication using tokenization |
Paper | Repo | ResearchGate | Academia | |
| Tokenization Beyond NLP: Potential Applications in Data Analytics, Cybersecurity, and
Beyond Exploration of tokenization applications outside traditional NLP use-cases |
Paper | ResearchGate | Academia |
Website:
https://prane-eth.github.io/
Work featured:
https://quantumzeitgeist.com/ai-powered-surveillance-enhancing-public-safety-with-multimodal-large-language-models/
https://www.alphaxiv.org/overview/2409.18957
Sciety - paper 1
Sciety - paper 2
Sciety - paper 3
Sciety Labs - paper 4
Sciety Labs - paper 5
Bohrium - LML-DAP
ChatPaper - paper 1
GoatStack - LML-DAP
PromptLayer - AutoPureData
PaperReading Club - paper 1