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Presenting Studies on LLMs Reasoning Capabilities in Sentiment Analysis of Mass-Media texts at NLPSummit-2024

 

As a part of reseach studies in Natural Langauge Processing (NLP) field, this year I am delighted to present the most recent advances of Generative AI in it at NLPSummit-2024. The 5’th summit represents a free online conference September 24-26, hosted by JohnSnowLabs. The conference is dedicated to showcase the best practices, real-world case studies and challanges in Generative AI for Natural Language Processing.

By joining to my talk you become aware of how Large Language Models (LLMs) could be applied for retrieving implicit information from non-structured texts. Sentiment Analysis represent one of such problems, and as a task aimed at extraction of the hidden opinion of the author towards objects mentioned in text. We start by discovering reasoning capabilities of the most popular Large Language Models (ChatGPT, Mistral, Gemma, Microsoft-Phi, and more) out-of-the-box to show their limitations in retrieving authors opinion from Mass-media texts. To address the existed limitations in models reasoning capabilities 🧠 , we cover Chain-of-Thought technique and explore the way of its proper adaptiation in Sentiment Analysis. It is worth to note that the techniques, to be covered, could be distributed and adapted in the other domains that go beyond Mass-media. Such domains include but are not limited to: medical (adverse drug reaction), literature (fictional chatbot development), conversational (emotion extaction / empathy mapping).

These advances were achieved while at Centre for Applied Creative Technologies CfACTs+ by working on “Marking Medical Image Reports Automatically with Natural Language Processing (NLP-MMI)” project.

The keylinks realted to the event and presentation in particular, are as follows:

📍 Event page: https://www.nlpsummit.org/nlp-summit-2024/
When: 24-26 September 2024 (Online)
 Project: https://github.com/nicolay-r/Reasoning-for-Sentiment-Analysis-Framework

Dr. Nicolay Rusnachenko
Research Fellow at Centre For Applied Creative Technologies PLUS (CFACT+)
Bournemouth University

RKEDF: Early Career Researcher Network – Introduction/New to BU

RKEDF: Early Career Researcher Network – Introduction/New to BU

Weds 2nd Oct 14:00-15:00, Talbot Campus

 

This session is facilitated by BU Professors and ECRN conveners.  It is an open introduction to working, researching and thriving at BU where you will learn about key contacts and services, how to manage the expectations of your role, and share advice on developing your skills as an early career researcher.

It is open to all who identify as being in the early stages of their research career – whether a Postgraduate Researcher, newly-appointed academic, or returning to research.

Book your place here

If you are not already a member of the Early Career Researcher Network (ECRN) but would like to be, or if you have any questions, please contact: RKEDF@bournemouth.ac.uk.

 

Postgraduate Research Summer Social – 1 WEEK TO GO


1 WEEK TO GO until to The Doctoral College Postgraduate Research Summer Social! Hosted at the delightful Branksome Dene Room, situated in a stunning location that overlooks the beach with amazing views of the sea to Old Harry Rocks.


We’ve booked this unique location for the exclusive use of PGRs and Supervisors for the afternoon to unwind and catch up with your fellow researchers and academics.

The Doctoral College PGR events at Branksome Dene Room are always a huge success so we hope you can make it.

We are pleased to offer a BBQ style lunch menu including sausages and burgers (vegetarian/vegan options available), a salad bar, teas, coffees and mocktails! You are also welcome to bring your own refreshments to enjoy.

Don’t miss out, book your ticket now!

Ticket: £5

If you have any questions, please do get in touch:

Arabella Moyse [Doctoral College Marketing & Events Coordinator] –

DoctoralCollege@bournemouth.ac.uk

Twitter: @BUDocCollege #BUDoctoralCollege