LLM APIs let you build NLP systems in seconds; just write a prompt and use it as you wish. But APIs cost money and have privacy concerns.
Our new library Prompt2Model turns a prompt into a small expert model that can match LLM performance but runs locally!
github.com/neulab/prompt2…
📢 I am excited to share that I will be starting as an Assistant Professor @OhioState@OhioStateCSE in Fall 2024 🥳. Before that, I will spend a year as a postdoc in the @ai2_allennlp team @allen_ai!
Text clustering is widely used but unpredictable, because there are many "right" ways to cluster data. Semi-supervised clustering tries to solve this, but too often it requires a lot of user feedback to be useful. We explore the problem of “few-shot clustering” using LLMs.
Excited to share our paper (w/ @sanketvmehta & @strubell), "Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models," to appear at #EMNLP2022 Findings (will be presented at SustaiNLP 2022)!
Paper here 👉 arxiv.org/abs/2205.12694
🧵👇 (1/n)
It really takes a village of wonderful, responsible, and creative volunteers to pull together such an amazing 60th edition of the ACL. THANK YOU! i enjoyed meeting people and hearing about all the exciting research happening #acl2022@AlineVillav@preslav_nakov@SmaraMuresanNLP
This project was joint work with @Sid_Arora_18, Alissa Ostapenko and @siddalmia05, and advised by Florian Metze, Shinji Watanabe, and Alan W Black, all from @LTIatCMU. (9/9)
23 Followers 152 FollowingPhD student @LTIatCMU @SCSatCMU
I'm interested in language model + reasoning & interpretability
I'm looking for research internship for summer 2026! 😃
423 Followers 471 FollowingPhD @jhuclsp ~~ previously @LTIatCMU '23; @byuacme '21
#NLProc for *many* languages
🌍 english | عربي | kreyòl | français | español 🌎
728 Followers 553 FollowingPhD Student in Machine Learning at Carnegie Mellon University @mldcmu @SCSatCMU. Intern @GoogleAI. Previously @Quora, @Illinois_Alma. Math of deep learning, LMs
2K Followers 872 FollowingPhD student @LTIatCMU / @SCSatCMU, researching long context + decoding | she/her | also @ abertsch on bsky or https://t.co/L4HBUh0R9f or by email (https://t.co/bsHqwIMFPL)
4K Followers 363 FollowingI'm working at CMU (2021-). I was working at NTT (2001-2011), MERL (2012-2017), and JHU (2017-2020). Speech and Audio Processing is my main research topic.
423 Followers 471 FollowingPhD @jhuclsp ~~ previously @LTIatCMU '23; @byuacme '21
#NLProc for *many* languages
🌍 english | عربي | kreyòl | français | español 🌎
728 Followers 553 FollowingPhD Student in Machine Learning at Carnegie Mellon University @mldcmu @SCSatCMU. Intern @GoogleAI. Previously @Quora, @Illinois_Alma. Math of deep learning, LMs
13K Followers 351 FollowingTackling climate change with machine learning. We facilitate cooperation and provide resources for those working in this area. RT is not endorsement.
2K Followers 872 FollowingPhD student @LTIatCMU / @SCSatCMU, researching long context + decoding | she/her | also @ abertsch on bsky or https://t.co/L4HBUh0R9f or by email (https://t.co/bsHqwIMFPL)
129 Followers 141 FollowingQuantitativeResearcher@twosigma; PhD @LTIatCMU; ex @BoschGlobal; Efficiency & Robustness of Deep Learning, Audio Analytics, Natural Language Processing.
5K Followers 2K FollowingAssistant Prof @CIS_Penn and ML Researcher at @Apple (MLR) | exFAIRer | PhD @HKUniversity | Research on Generative AI for multimodal. また日本語もできます。
8K Followers 710 FollowingAssistant Professor MIT @medialab @MITEECS @nlp_mit || PhD from CMU @mldcmu @LTIatCMU || Foundations of multisensory AI to enhance the human experience.
458 Followers 1K Following🇬🇷🇪🇺🇬🇧🇮🇹
PhD student @ The University of Sheffield UKRI CDT Speech and Language Tech.
| x ML Eng. @behaviorsignals | 2020 Alumni ECE NTUA