Diego

🤖Seminar Series Next week, Giorgos Nikolaou and Tommaso Mencattini (@EPFL) will present "Language Models are Injective and Hence Invertible". @GiorgosNik02 @tommaso_mncttn 📅Nov 27, 11 CET (Online) 👉Register to attend: bit.ly/4ieKRYq

📢 Update: the seminar by @ZhijingJin (Max Planck Institute / University of Toronto), scheduled for today at @AreaSciencePark, has been postponed. New date coming soon — stay tuned!

This work is a collaboration with a team of talented researchers @AreaSciencePark of Trieste, Italy. Special thanks to @aleserra1998 , @ansuin and @albecazzaniga for their contribution! If you are @NeurIPSConf don't miss our Poster tomorrow Dec 11, at 11am!! 🧵6/6

⚒️We applied an advanced density-based clustering algorithm, showing its potential as an interpretability tool and in guiding novel strategies for the effective finetuning of LLMs. 🧵5/6

I just landed in Vancouver to present @NeurIPSConf the findings of our new work! Few-shot learning and fine-tuning change the hidden layers of LLMs in a dramatically different way, even when they perform equally well on multiple-choice question-answering tasks. 🧵1/6

Can changes in the geometry of hidden representations of transformers help identify the layers that encode semantic-rich features of data? Join our poster presentation @NeurIPS2023. Session 4, Poster #506. #deeplearning #AreaSciencePark arxiv.org/abs/2302.00294

Open expression of interest for two postdoc positions in #cancer #datascience at @AreaSciencePark and @UniTS on a joint project led by @gcaravagna and me. Join us to develop cool computational methods for single-cell and long-read data! More info👉 shorturl.at/lptNT