Demo-Team-5-SIAD

Its primary function is text‑classification for three‑way sentiment detection (Negative, Neutral, Positive) on short, noisy social‑media posts.

FinBERT (model ID ProsusAI/finbert ) is a domain‑adapted BERT‑based transformer that performs fine‑grained sentiment analysis on financial text.

The distilbert-base-uncased-finetuned-sst-2-english model is a distilled version of BERT‑base that has been fine‑tuned for the GLUE SST‑2 sentiment‑classification task.

BAAI/bge-reranker-v2-m3 is a multilingual cross‑encoder reranker built on top of the bge‑m3 embedding backbone.