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Nazneen Rajani

@nazneenrajani@mastodon.social

mastodon 4.8.0-nightly.2026-10-06

Research Lead @huggingface@mastodon.social

https://www.nazneenrajani.com/

119 Followers

67 Following

5 Posts

Joined October 28, 2022

Nazneen Rajani @nazneenrajani@mastodon.social

· 45mo ago

Did you know there are other dialog agents like ChatGPT?

And what if I told you the secret sauce is IFT, RLHF, CoT, and SFT.

Wait, what? 😱

We explain each of these terms and why they are relevant to ChatGPT by comparing with 4 other dialog agents.

We discuss what's been done and what remains to be shown as next steps for these dialog agents.

So if you are curious, check out our blog: https://huggingface.co/blog/dialog-agents

Work done with the dream team Nathan Lambert Victor Sanh and Thomas Wolf 🤗

huggingface.co

Nazneen Rajani @nazneenrajani@mastodon.social

· 47mo ago

Replying to

@lasha_nlp we are using in-context learning for labeling, so I'd imagine that linguistic phenomena would not be straightforward for LLMs to label. But I think maybe chain-of-thought could possibly help here? 🤔

Nazneen Rajani @nazneenrajani@mastodon.social

· 47mo ago

Replying to

3 & 4: use LLMs for generating semantic labels and visual features. 🦭Interface showing high-error groups for distilbert evaluated on the yelp dataset. (a) ex from the dataset in the high-error groups (sorted by loss), (b) tokens in high-error groups relative to the entire eval set, (c) 2d viz of model embeddings showing groups of errors in color. Paper: https://arxiv.org/abs/2210.05839 Space: https://huggingface.co/spaces/nazneen/seal Screencast: https://vimeo.com/736659216

vimeo.com

Nazneen Rajani @nazneenrajani@mastodon.social

· 47mo ago

Replying to

Joint work with @liang_weixin , Lingjiao Chen, @mmitchell_ai and @james_y_zou