Phani Srikanth's picture

Phani Srikanth

binga

·

https://www.kaggle.com/phanisrikanth

AI & ML interests

LLMs, NLP, AI Security

Organizations

binga's activity

upvoted an article 26 days ago

Article

How to build a custom text classifier without days of human labeling

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26 days ago

• 54

upvoted a paper 2 months ago

Unifying Multimodal Retrieval via Document Screenshot Embedding

Paper • 2406.11251 • Published Jun 17 • 9

upvoted an article 4 months ago

Article

Docmatix - a huge dataset for Document Visual Question Answering

Jul 18

• 66

upvoted a paper 5 months ago

NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data

Paper • 2402.15343 • Published Feb 23 • 12

upvoted 3 articles 6 months ago

Article

Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval

Mar 22

• 63

Article

Training and Finetuning Embedding Models with Sentence Transformers v3

May 28

• 156

Article

Synthetic dataset generation techniques: generating custom sentence similarity data

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May 23

• 15

upvoted a collection 7 months ago

WizardLM

0 items • Updated Jul 11 • 103

upvoted a paper 7 months ago

GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer

Paper • 2311.08526 • Published Nov 14, 2023 • 9

upvoted a collection 7 months ago

PDF Document / OCR Datasets

Document datasets with .pdf files that are usable with pixparse libraries and tools. • 2 items • Updated Mar 30 • 47

upvoted a paper 9 months ago

Automated Unit Test Improvement using Large Language Models at Meta

Paper • 2402.09171 • Published Feb 14 • 5

upvoted a collection 10 months ago

Zero-shot text classification models

Collection of the best zero-shot text classification models. Fine-tune them with few examples using LiqFit - https://github.com/Knowledgator/LiqFit. • 9 items • Updated Sep 10 • 9

upvoted 5 papers 10 months ago

Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agent

Paper • 2304.09542 • Published Apr 19, 2023 • 4

LLaMA: Open and Efficient Foundation Language Models

Paper • 2302.13971 • Published Feb 27, 2023 • 13

Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 242

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 144

Seven Failure Points When Engineering a Retrieval Augmented Generation System

Paper • 2401.05856 • Published Jan 11 • 2

upvoted a collection 10 months ago

Zeroshot Classifiers

These are my current best zeroshot classifiers. Some of my older models are downloaded more often, but the models in this collection are newer/better. • 11 items • Updated Apr 3 • 112

upvoted 2 papers 10 months ago

Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? An Examination on Several Typical Tasks

Paper • 2305.05862 • Published May 10, 2023 • 4

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 181