Nicolay Rusnachenko

nicolay-r

AI & ML interests

Information Retrieval・Medical Multimodal NLP (🖼+📝) Research Fellow @BU_Research・software developer http://arekit.io・PhD in NLP

Recent Activity

posted an update 1 day ago

📢 For those who in textual IR and experimenting with quick deployment of CoT / reasoning, the following update might be relevant. I am happy to announce new version of the bulk-chain 0.25.3. It is a no-string framework for quick application of reasoning schema adaptation over your data. https://github.com/nicolay-r/bulk-chain/releases/tag/0.25.3 The latest release brings huge updates on: ✅ Reforged mechanism of models inference that work in steraming mode. - Callbacks support for streaming mode (earlier only in demo) - Deployment of various clients (shell, tksheet; see attachment) ✅ Support for batching (earlier in API mode only) ✅ Optional caching of inferred data in SQlite (always enabled earlier) - This now makes possible to faster launch small (but mighty) LLMs 🌟 Project: https://github.com/nicolay-r/bulk-chain 🌌 Proviers: https://github.com/nicolay-r/nlp-thirdgate

liked a model 15 days ago

NX-AI/xLSTM-7b

posted an update 15 days ago

The Concept behind xLSTM has recently turn into the xLSTM-7B model that showcase the performance in the category of the similar-scale Gemma 7B, LLama2 7B, FlaconMamba 7B but with higher performing Inference Kernel Model: https://huggingface.co/NX-AI/xLSTM-7b Paper: https://arxiv.org/abs/2503.13427

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nicolay-r's activity

upvoted 2 papers about 2 months ago

ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget

Paper • 2408.00103 • Published Jul 31, 2024 • 22

Reasoning Implicit Sentiment with Chain-of-Thought Prompting

Paper • 2305.11255 • Published May 18, 2023 • 1

upvoted a collection 2 months ago

DeepSeek-R1

Collection

8 items • Updated Jan 21 • 598

upvoted a paper 3 months ago

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 100

upvoted 2 papers 4 months ago

Stream of Search (SoS): Learning to Search in Language

Paper • 2404.03683 • Published Apr 1, 2024 • 31

STaR: Bootstrapping Reasoning With Reasoning

Paper • 2203.14465 • Published Mar 28, 2022 • 8

upvoted a paper 6 months ago

LML: Language Model Learning a Dataset for Data-Augmented Prediction

Paper • 2409.18957 • Published Sep 27, 2024 • 10

upvoted a collection 9 months ago

Chinchunmei on WASSA2024 Shared-Task 1

Collection

This is the model cards collection for Chinchunmei team in the WASSA2024 Shared-Task 1: Empathy Detection and Emotion Classification. • 5 items • Updated Jul 3, 2024 • 2

upvoted 2 papers 10 months ago

PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits

Paper • 2305.02547 • Published May 4, 2023 • 7

Personality Traits in Large Language Models

Paper • 2307.00184 • Published Jul 1, 2023 • 20

upvoted an article 11 months ago

Article

Vision Language Models Explained

Apr 11, 2024

• 303

upvoted 6 papers 12 months ago

RuSentNE-2023: Evaluating Entity-Oriented Sentiment Analysis on Russian News Texts

Paper • 2305.17679 • Published May 28, 2023 • 2

Large Language Models in Targeted Sentiment Analysis

Paper • 2404.12342 • Published Apr 18, 2024 • 3

Visual CoT: Unleashing Chain-of-Thought Reasoning in Multi-Modal Language Models

Paper • 2403.16999 • Published Mar 25, 2024 • 4

RegionGPT: Towards Region Understanding Vision Language Model

Paper • 2403.02330 • Published Mar 4, 2024 • 2

Griffon v2: Advancing Multimodal Perception with High-Resolution Scaling and Visual-Language Co-Referring

Paper • 2403.09333 • Published Mar 14, 2024 • 16

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11, 2024 • 32