Hamed Bonab (@hamedrab) header
Hamed Bonab (@hamedrab) profile picture

Hamed Bonab

@hamedrab

Applied Scientist @Amazon search, PhD from the Center for Intelligent Information Retrieval (CIIR) UMass Amherst @umasscs, Interested in IR, NLP, and ML,

 Seattle, WA
people.cs.umass.edu/~bonab/
Joined March 2011
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Photo by Hamed Bonab (@hamedrab)
Happy to share our @TheWebConf paper at ISIR-eCom workshop titled as "Blend and Match: Distilling semantic search models with different inductive biases and model architectures" @AmazonScience #AmazonScience #AmazonSearch #TheWebConf Paper: tinyurl.com/blendmatch
Blend and Match: Distilling semantic search models with different inductive biases and model...

Blend and Match: Distilling semantic search models with different inductive biases and model...

Commercial search engines use different semantic models to augment lexical matches. These models provide candidate items for a user’s query from a target space of millions to billions of items....

amazon.science
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I will be attending @TheWebConf in-person to present this work. Looking forward to meet folks there...
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Excited to share that our full paper, "Cross-Market E-Commerce Question Answering by Jointly Ranking Questions and Products," has been accepted at #SIGIR2023 @SIGIRConf w/ @maliannejadi , @hamedrab , @ekanou @arjenpdevries , @jallan_umass, and @djoerd 🎉
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Our #ecir2023📜🇮🇪 paper on Cross Market Recommendation - “Market Aware Models for Efficient Cross Market Recommendation”, with me, @maliannejadi, @ekanou is available on arXiv! 📜 arxiv.org/abs/2302.07130 💻 github.com/samarthbhargav/ef…
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PhD position alert (please RT): Conversational search and recommendation at the University Of Amsterdam @irlab_amsterdam DM me if you want to apply, or come and chat with me at #ECIR2022. More info: vacatures.uva.nl/UvA/job/PhD… #SIGIR2022 #CIKM2022 #RecSys2022
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About to start my talk about our #WSDM2022 Cup on XMarket recommendation. @XMarketRec @WSDMSocial
Image from Mohammad Aliannejadi (@maliannejadi)
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I am looking for motivated and talented Ph.D. students to join my lab (Data Science and Applications) at Utah State University. Please refer to for more information cs.usu.edu/people/HamidKarim… Please retweet/share!
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Doctoral candidates @hamedrab, advised by @jallan_umass, and @raghav_addanki, advised by @polylogblog and @CameronMusco, have been selected to receive the Spring 2022 #ManningCICS Dissertation Writing Fellowships. Read more: bit.ly/3f5CM8s
Image from Manning College of Information & Computer Sciences (@manningcics)
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🚨 #SOTA Alert 🚨 Congratulations to G13Destroyer for their latest submission to XMRec @WSDMSocial Cup! The SOTA nDCG@10 is now pushed to 0.6574, and HR@10 to 0.7604. #WSDM2022 #RecSys
Image from XMRec @ #WSDM2022 (@XMarketRec)
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Very thankful to @umasscs and the Graduate Awards Committee for the generous Dissertation Writing Fellowship, now I can only focus on wrapping up my thesis work during spring 2022...
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Amazing turnout in our #WSDM2022 Cup on cross-market recommendation. Today, we have received the highest number of submissions so far (33 and counting). Looking forward to more submissions and an amazing workshop at @WSDMSocial @ekanou @hamedrab @AliVardasbi @irlab_amsterdam
XMRec @ #WSDM2022 (@XMarketRec) profile pictureXMRec @ #WSDM2022@XMarketRec9 Dec 2021
Six weeks on, and here are some statistics of our ongoing XMRec #WSDM2022 Cup: - 240 participants, - 77 active teams, - 468 submissions, - Highest nDCG@10: 0.6554. Many thanks to the participants & look forward to more submissions! The competition ends on January 17, 2022.
Image from XMRec @ #WSDM2022 (@XMarketRec)
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Six weeks on, and here are some statistics of our ongoing XMRec #WSDM2022 Cup: - 240 participants, - 77 active teams, - 468 submissions, - Highest nDCG@10: 0.6554. Many thanks to the participants & look forward to more submissions! The competition ends on January 17, 2022.
Image from XMRec @ #WSDM2022 (@XMarketRec)
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Super excited to share key stats of the first week of XMRec #WSDM2022 Cup: - 79 registered participants, - 14 active teams, - 56 submissions. - Highest nDCG@10: 0.6215 (compared to last week's 0.5025!) Many thanks to the participants, and look forward to more submissions!
Image from XMRec @ #WSDM2022 (@XMarketRec)
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Applications for summer 2022 internships @SpotifyResearch are open! Apply here or reach out if you have questions lifeatspotify.com/jobs/summe…
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As a prior intern @SpotifyResearch, I highly recommend these positions…
Ben Carterette (@BenCarterette) profile pictureBen Carterette@BenCarterette22 Oct 2021
Applications for summer 2022 internships @SpotifyResearch are open! Apply here or reach out if you have questions lifeatspotify.com/jobs/summe…
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Excited to join @AmazonScience for applied science intern position #Day1 #BePeculiar #AmazonIntern
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Stay tuned for more information on this. We are organizing a task at WSDM for cross-market recommendation. Here are some details: xmrec.github.io/wsdmcup

WSDM Cup on Cross-Market Recommendation Competition

xmrec.github.io
WSDM Conference (@WSDMSocial) profile pictureWSDM Conference@WSDMSocial4 Oct 2021
We are excited to announce the confirmed tasks for the WSDM Cup 2022. Big thanks to the organizations sponsoring the tasks; IQIYI, Intel/Amazon, UofAmsterdam/UMass Amherst. The competitions start on Oct 15, 2021 and ends on Jan 24, 2022. Stay tuned! #WSDM2022
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Many thanks to all the speakers, panelists, and participants of XMRec. Very insightful and interesting talks and discussions. @BenCarterette @elisab79 @maxharp3r #RecSys2021 @ACMRecSys @XMarketRec
Image from Mohammad Aliannejadi (@maliannejadi)
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