Introducing MTRAG-UN — a new benchmark for the UN parts of multi-turn RAG!
666 tasks, 2,800+ conversation turns, 6 domains — including two new enterprise corpora
📄 Paper: https://t.co/wXgzyEsdjv
💻 Benchmark: https://t.co/qLZvVbQbhV
collab: @vpshah95@lucian_popa_us
🌟New Benchmark! 🌟
Do you work on RAG? Are you interested in Multi-Turn conversations? Very excited to share the new MTRAG benchmark we have released!
Data: https://t.co/KtJQgtB5Uj
Paper: https://t.co/QNRccmrEV5
@danish_c@kpfadnis@chulaka_g@vpshah95@lucian_popa_us
@TweetAtAKK@IBMResearch Thank you so much Arun for everything! This thesis would not have been possible without your support. Very fortunate to have you as my advisor and I can't thank you enough.
As I finished up my academic interviews, I had some time to reflect on the most useful advice that I got or wish I had gotten for the CS academic job market:
1) You need an excellent 45m job talk. Don't believe anyone who says you have any longer than that.
@MadelonHulsebos @TweetAtAKK@adityagp@arnabdotorg Very nice and interesting work! @MadelonHulsebos Happy to discuss this further and take it up offline.
The DEEM workshop (DEEM: Data Management for End-to-End Machine Learning) @2022Sigmod goes into another round. So don't miss out on a hopefully hybrid workshop with many unexpected discussions, and submit your papers by Mar 01:
https://t.co/2xlcPdYsSW
1/7: 🚨ATTENTION!🚨
A panel debate you DO NOT WANT TO MISS is coming soon to @SIGMOD_2021!
Thank you @joe_hellerstein, @ihabilyas, @sarahcat21, Luna, Felix, & Dr. A. Diaboli for joining!
ML/AI hell hath no FURY like DB folks scorned! This is WAR! 🎆
Spread the word. A 🧵👇
We've launched a new forum for people to find resources related to Covid-19. Team & Volunteers at @DocVitaOfficial check for information and bring it all together in one place for you to access -
https://t.co/t8YmCPV0mv
I’m seeing a massive disconnect (more so than usual) between the two twitter worlds I usually inhabit — the US and India. It is important to bridge the two now for a very important reason: #CovidIndia
Please read the whole thread and amplify.
THREAD
1/17
Delighted to share this overview of our strong & growing Database Lab! 🙌 @ucsd_cse@HDSIUCSD
Video: https://t.co/FDkawmSNpd
PDF: https://t.co/NnS1qPXqAX
Learn about the group's faculty, history, current research projects & students, & the eclectic data tech ecosystem in town.
Just saw an amazing talk by @TweetAtAKK on his work on detecting feature types for ML with the ML data prep zoo: https://t.co/vOjeALQwAb
Excited to use it to benchmark how dabl is doing and improve its type detection! Talk will be available here soon: https://t.co/0uYGTy2QMK
My #sigmod2020 Trip Report.
Takeaways:
1) Gap between real world and academia on data integration
2) Academia is starting to study data catalogs
3) More interest in non-SQL interfaces to access data
4) Graphs continue to gain more industry traction
https://t.co/3fukdqt31N