nicolay-r

AREkit

Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and processing large text collections with ML and for ML

ARElight

Granular Viewer of Sentiments Between Entities in Massively Large Documents and Collections of Texts, powered by AREkit

AREnets

Tensorflow-based framework which lists attentive implementation of the conventional neural network models (CNN, RNN-based), applicable for Relation Extraction classification tasks as well as API for custom model implementation

awesome-sentiment-attitude-extraction

A curated list of awesome sentiment analysis studies, in which attitude corresponds to the text position conveyed by Subject towards other Object mentioned in text such as: entities, events, etc.

book-persona-retriever

Workflow for literature character personality profiling 📚 which is solely relies on book content 📖

bulk-chain

A no-string API framework for deploying schema-based reasoning into third-party apps

nlp-thirdgate

A hub of third-party providers and tutorials to help you instantly apply various NLP techniques.

RuSentRel

Dataset as a part of DIALOG'2018 paper: "Extracting Sentiment Attitudes From Analytical Texts"

sentiment-pcnn

Piecewise CNN implementation for sentiment attitudes extraction task

THOR-ECAC

The official fork of THoR Chain-of-Thought framework, enhanced and adapted for Emotion Cause Analysis (ECAC-2024)

nicolay-r/AREkit

Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and processing large text collections with ML and for ML

nicolay-r/ARElight

Granular Viewer of Sentiments Between Entities in Massively Large Documents and Collections of Texts, powered by AREkit

nicolay-r/bulk-chain

A no-string API framework for deploying schema-based reasoning into third-party apps

nicolay-r/awesome-sentiment-attitude-extraction

A curated list of awesome sentiment analysis studies, in which attitude corresponds to the text position conveyed by Subject towards other Object mentioned in text such as: entities, events, etc.

nicolay-r/THOR-ECAC

The official fork of THoR Chain-of-Thought framework, enhanced and adapted for Emotion Cause Analysis (ECAC-2024)

nicolay-r/nlp-thirdgate

A hub of third-party providers and tutorials to help you instantly apply various NLP techniques.

nicolay-r/AREnets

Tensorflow-based framework which lists attentive implementation of the conventional neural network models (CNN, RNN-based), applicable for Relation Extraction classification tasks as well as API for custom model implementation

nicolay-r/book-persona-retriever

Workflow for literature character personality profiling 📚 which is solely relies on book content 📖

nicolay-r/bulk-translate

A tiny Python no-string package for performing translation of a massive stream of texts with native support of pre-annotated fixed-spans that are invariant for translator.

nicolay-r/ViLongT5

LongT5-based model pre-trained on a large amount of unlabeled Vietnamese news texts and fine-tuned with ViMS and VMDS collections

nicolay-r/bulk-ner

Tiny no-string framework for a quick third-party models binding for entities extraction from cells of long tabular data

nicolay-r/Reasoning-for-Sentiment-Analysis-Framework

The official code for CoT / ZSL reasoning framework 🧠, utilized in paper: "Large Language Models in Targeted Sentiment Analysis in Russian"

nicolay-r/arekit-ss

Low Resource Context Relation Sampler for contexts with relations for fact-checking and fine-tuning your LLM models, powered by AREkit

nicolay-r/RuSentNE-LLM-Benchmark

This repository highlights the LLMs reasoning capabilities of ✨ Mistral / LLaMA-3 / Phi-3 / Gemma / Flan-T5 / GPT-4o ✨ in Targeted Sentiment Analysis in Russian / Translated to English mass-media 📊

nicolay-r/distil-tuning-llm

Disillation-Tuning implementation for decoder based LM models (Qwen2.5) adapted for text summarization (BioASQ-2025 workshop)

nicolay-r/mmi-kit

Toolkit for Marking Medical Images with NLP

nicolay-r/source-iter

This is a tiny Python package that serves read/write iterators for most mandatory sources via default packages like CSV / JSONL / SQLite

nicolay-r/ARElight-server

This is a GUI server for ARElight project

nicolay-r/arekit-contrib-networks

This is a networks-related contributional component [tokenizer, embeddings, features, encoders] that were a part of the AREkit framework

nicolay-r/bulk-chain-js-client

This is a demo client for bulk-chain in JS for CoT

nicolay-r/bulk-chain-shell

Shell client 📺 for shema-based reasoning 🧠 over your data via custom LLM provider 🌌

nicolay-r/bulk-chain-tksheet-client

Tksheet client for for CoT / shema-based reasoning over your data-iterator

nicolay-r/llm-prompt-checking

Toolset for checking differences in recognising semantic relation presence by: (1) large language models 🤖 and (2) annotators / experts ✍️

nicolay-r/mmi-resources-liver-reports-ir

Mirror to the mmi-reports project.

nicolay-r/MRI_Classifier

Official repository for "Classification of Multi-Parametric Body MRI Series Using Deep Learning".

nicolay-r/nicolay-r

This is my personal news list updates in Information Retrieval domain

nicolay-r/nicolay-r.github.io

Research Fellow at Bournemoth University working on transform the UK/global healthcare sector by marking medical images with multi-modal [image + text] Natural Language Processing (NLP) techniques.

nicolay-r/NLP-MMI-resources

nicolay-r/OmniFusion

nicolay-r/Reasoning-for-Radiology-Report-Evaluation

Schema reasoning concept 🧠 for IR-based evaluation radiological reports with large language models 🤖