Pradeep Bansal – Medium

Pradeep Bansal

The Perfect Query Paradox: Why 99% recall in text-to-SQL is not enough

Aiming for perfection may not be ideal thing to do in real life, but this is what an ideal text-to-SQL system demands. In fact, working on…

Sep 11

The Perfect Query Paradox: Why 99% recall in text-to-SQL is not enough

Sep 11

Lost in Translation: Why Text-to-SQL Breaks Down in Enterprise Databases

In this first post of our three-part series, we explore why translating natural language questions into SQL queries is fundamentally…

Sep 1

Lost in Translation: Why Text-to-SQL Breaks Down in Enterprise Databases

Sep 1

LLM Hallucination Detection: Background with latest techniques

One major hurdle in adopting AI for real life scenario is its inability to be accurate every time. There was a sudden “hope” with the…

Jun 11, 2024

LLM Hallucination Detection: Background with latest techniques

Jun 11, 2024

LLM Hallucination Detection: Can LLM-Generated Knowledge Graphs Be Trusted?

An LLM response can be hallucinated which means it can be factually incorrect or inconsistent w.r.t. the reference document. For eg. while…

Jun 10, 2024

LLM Hallucination Detection: Can LLM-Generated Knowledge Graphs Be Trusted?

Jun 10, 2024

Fine-Tuning a pre-trained LLM with unlabelled dataset

A generic LLM or an LLM pre-trained on the dataset different from the domain of the final task has to be fine-tuned to the task specific…

Oct 1, 2023

Fine-Tuning a pre-trained LLM with unlabelled dataset

Oct 1, 2023

How do you use BERT as a classifier without fine-tuning?

BERT, Bidirectional Encoder Representations from Transformers, is the deep learning model quite famous for generating embeddings that are…

Sep 27, 2023

How do you use BERT as a classifier without fine-tuning?

Sep 27, 2023

Common questions while using the Hugging Face’s transformers library.

Instead of writing one complete blog on topics like summarization or text generation, I thought of taking most important topics involved…

Aug 7, 2023

Common questions while using the Hugging Face’s transformers library.

Aug 7, 2023

How to do named entity recognition for languages other than English?

A language model (LM), whether to predict the next word in a sequence or to predict entities or tags in a sequence are related to a…

Aug 1, 2023

Number of samples against the test-f1-score for MonoLingual NER model for french language

Aug 1, 2023

Consolidation of the existing reviews of Vector DBs

Semantic search is a powerful technology that allows for more accurate and contextually relevant search results by understanding the…

Jun 20, 2023

Jun 20, 2023

A Comparison of python libraries for PDF Data Extraction for text, images and tables

Motivation

Jun 9, 2023

Jun 9, 2023

Pradeep Bansal

Pradeep Bansal

Staff ML Engineer, MS IISc, Ex-Entrepreneur, ML Consultant, Health Expert https://www.linkedin.com/in/pradeepud/

Following

Help

Status

About

Careers

Press

Blog

Privacy

Rules

Terms

Text to speech