Alireza Salemi (@salemialireza7) 's Twitter Profile
Alireza Salemi

@salemialireza7

PhD student @UMassAmherst | Research Assistant @ CIIR | Student Researcher @GoogleDeepMind

ID: 1568417503658872832

linkhttps://alirezasalemi7.github.io/ calendar_today10-09-2022 01:55:46

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232 Followers

487 Following

Alireza Salemi (@salemialireza7) 's Twitter Profile Photo

Join me for my presentations at #SIGIR2024 M3.1 RAG session July 15 4pm 1. Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models 2. Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation

Danny To Eun Kim (@teknology.bsky.social) (@teknologyy) 's Twitter Profile Photo

(1/9) 🧠 Ever wondered if there's a unified framework for RAG? We've formalized the retrieval enhancement paradigm with consistent notations, synthesizing research across all ML domains. 🧵👇 w/ Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani arxiv.org/abs/2407.12982

(1/9) 🧠 Ever wondered if there's a unified framework for RAG? We've formalized the retrieval enhancement paradigm with consistent notations, synthesizing research across all ML domains. 🧵👇
w/ <a href="/SalemiAlireza7/">Alireza Salemi</a> <a href="/mrdrozdov/">Andrew Drozdov</a> <a href="/841io/">Fernando Diaz</a> <a href="/HamedZamani/">Hamed Zamani</a>
 arxiv.org/abs/2407.12982
Andrew Drozdov (@mrdrozdov) 's Twitter Profile Photo

🚨New Paper Alert🚨 Despite the long line of research in search and open-domain QA, it still feels like early days for RAG. In this paper we talk about the design patterns that are starting to emerge and future research opportunities for this space.

Danny To Eun Kim (@teknology.bsky.social) (@teknologyy) 's Twitter Profile Photo

📢Happy to announce our tutorial acceptance at #SIGIRAP2024. We’ll be diving deep into "Retrieval-Enhanced Machine Learning" using our recent survey as core material. W/ Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani See you in Tokyo!! SIGIR-AP 2025 #SIGIR

Andrew Drozdov (@mrdrozdov) 's Twitter Profile Photo

Today we'll be presenting the Tutorial on Retrieval-Enhanced Machine Learning (REML). Come by to learn about the emerging design patterns in this space and see how retrieval can be used beyond RAG. In collaboration w/ the amazing Fernando Diaz Danny To Eun Kim (✈️SIGIR🇮🇹) Alireza Salemi Hamed Zamani

Today we'll be presenting the Tutorial on Retrieval-Enhanced Machine Learning (REML). Come by to learn about the emerging design patterns in this space and see how retrieval can be used beyond RAG.

In collaboration w/ the amazing <a href="/841io/">Fernando Diaz</a> <a href="/TEKnologyy/">Danny To Eun Kim (✈️SIGIR🇮🇹)</a> <a href="/SalemiAlireza7/">Alireza Salemi</a> <a href="/HamedZamani/">Hamed Zamani</a>
Chris Samarinas (@csamarinas) 's Twitter Profile Photo

Do you want a way to evaluate both factuality and topical coverage in LLMs? 📢 Excited to share our new paper: "Beyond Factual Accuracy: Evaluating Coverage of Diverse Factual Information in Long-form Text Generation" Introducing ICAT - a new interpretable evaluation framework!

Hamed Zamani (@hamedzamani) 's Twitter Profile Photo

Generating accurate and factual (long-firm) responses has been a very active research area. But do you want to see if your LLM also generates *complete* responses? Read the ICAT paper! An easy-to-use python library will be released soon.

Danny To Eun Kim (@teknology.bsky.social) (@teknologyy) 's Twitter Profile Photo

🇮🇹 We're presenting a tutorial on Retrieval-Enhanced Machine Learning (#REML) at #SIGIR2025! 🗓️Sunday July 13th | 9AM - 12:30PM 📌Donatello Floor 0 Details: retrieval-enhanced-ml.github.io/sigir-2025.html Fernando Diaz Andrew Drozdov Alireza Salemi Hamed Zamani SIGIR 2025

🇮🇹 We're presenting a tutorial on Retrieval-Enhanced Machine Learning (#REML) at #SIGIR2025! 
🗓️Sunday July 13th | 9AM - 12:30PM
📌Donatello Floor 0 
Details: retrieval-enhanced-ml.github.io/sigir-2025.html

<a href="/841io/">Fernando Diaz</a> <a href="/mrdrozdov/">Andrew Drozdov</a> <a href="/SalemiAlireza7/">Alireza Salemi</a> <a href="/HamedZamani/">Hamed Zamani</a> <a href="/SIGIRConf/">SIGIR 2025</a>