Jeff Dalton @JeffD
[email protected] -- Associate Professor in CS, head of @grill_lab_ai. PhD from CIIR @ UMass Amherst. Research on interactive AI and search. Formerly Google. Glasgow, Scotland Joined April 2007-
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@SnowflakeDB is open sourcing the best embedding models in the world! 🚀🚀 They are now available open source in @huggingface We are releasing it under the Apache 2 license so that it is easy for the OSS community to experiment with them freely.🎁🎁 These impressive models…
Research rethinking a search pipeline leveraging passage-level feedback and entity representations. @grill_lab_ai. Also available on arxiv: arxiv.org/abs/2306.17082
Research rethinking a search pipeline leveraging passage-level feedback and entity representations. @grill_lab_ai. Also available on arxiv: arxiv.org/abs/2306.17082
Congratulations 🎊🎉 to all members! More exciting work on LLMs and conversational search coming up. Finally, we are hiring PhD students and postdocs! Get in touch with PI Jeff Dalton ([email protected]) to discuss the positions. (6/6)
Visiting Professor @JeffD of @InfAtEd & our #AI Group will discuss real-world challenges deploying generative LLMs in his #ECIR2024 Industry Day keynote (11 AM GMT): "Generative AI in Finance: Automatic, Topic-based Summaries for Earnings Call Transcripts" bloom.bg/3ITuiQP
What more could one ask for?! Some more good news. Our work received the best paper honorable mention award at ECIR 2024. I also got the outstanding reviewer award (a hat-trick!). ☺️🥳🤩 @JeffD @iain_with_2is @grill_lab_ai
My group, @grill_lab_ai at @InfAtEd has openings for multiple postdocs and PhD students to work on the future of interactive assistants, generative retrieval, and Large Language Models (LLMs). We're at #ecir2024, so please come chat.
Exciting new work on scaling creation of personalized search sessions with LLMs. Congrats team! @grill_lab_ai.
Exciting new work on scaling creation of personalized search sessions with LLMs. Congrats team! @grill_lab_ai.
I look forward to seeing you at #ecir2024 in Glasgow soon! As my current base, I know it well. I'm happy to share two food maps: - A top 50 Food & Drink list just for ECIR maps.app.goo.gl/Ku8gGABAZfwVAL… - My full list maps.app.goo.gl/hTZRzVaHWam3CQ… Research welcome!
Hot off the GRILL!! The preprint of our ECIR 2024 full paper “DREQ: Document Re-Ranking Using Entity-based Query Understanding” is now available!! Code and data coming soon. Fun work with @iain_with_2is and @JeffD @ecir2024 #ECIR2024 Link: tdy.lol/UVuZJ
A lot of fun being @cikm2023
This week I joined the School of Informatics, University of Edinburgh (@InfAtEd). My @grill_lab_ai research group moved with me. We look forward to new adventures and exciting research. P.S. We're hiring for postdoc positions, stay tuned. 😉
Our team GRILL (@grill_lab_ai) came 2nd place in this year’s @AmazonScience #AlexaPrize TaskBot Challenge! 🥈🥳 More details ➡️ grilllab.ai/2023-10-04-ale… Check our our research paper ➡️ amazon.science/alexa-prize/pr… w/ @JeffD @iain_with_2is @carlos_gemmell @FedingoRoss91
Best of luck to our team of @GlasgowCS students who are competing for the $500k first prize in the finals of the @amazon Alexa Prize Taskbot Challenge after winning last year! Read the full story ➡️ gla.ac/3ExuDGA
Our team GRILL made it to finals of this year’s #AlexaPrize TaskBot Challenge, so proud! Stay tuned for more details about our research work coming soon. UofG news: gla.ac.uk/news/headline_… Amazon announcement: amazon.science/alexa-prize/ta… w/ @JeffD @grill_lab_ai @AmazonScience
Exciting to see work our work using LLMs for creating synthetic datasets for conversational search. The simulation models generates data for discourse-aware query rewriting, new feedback-aware neural rankers, and more! Stay tuned for more exciting follow-up work to come!
Exciting to see work our work using LLMs for creating synthetic datasets for conversational search. The simulation models generates data for discourse-aware query rewriting, new feedback-aware neural rankers, and more! Stay tuned for more exciting follow-up work to come!
Come and chat about our @SIGIRConf poster on "Generative Relevance Feedback with Language Models" w/ @ShubhamC526 @JeffD (#18) #sigir2023 @ir_glasgow @grill_lab_ai GRF: arxiv.org/abs/2304.13157 Extension: arxiv.org/abs/2305.07477
Now live on Alexa in the US, "hey Alexa, let's work together". Congrats team!
Awesome listing to @carlos_gemmell talk about “ToolWriter: Question Specific Tool Synthesis for Tabular Data” w/ @JeffD @grill_lab_ai @UofGlasgow. Carlos is continuing to combine LLMs with tools at @Metaai @Meta
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@SnowflakeDB is open sourcing the best embedding models in the world! 🚀🚀 They are now available open source in @huggingface We are releasing it under the Apache 2 license so that it is easy for the OSS community to experiment with them freely.🎁🎁 These impressive models…
Great work on how to quickly create strong sentence encoders!
LLMs are "secretly" powerful text encoders. LLM2Vec is the key to unlock their embeddings in 1-2 hours in an unsupervised fashion using LoRA. Achieves SOTA on MTEB in the unsupervised category and also among supervised models trained on public data Code: github.com/McGill-NLP/llm…
I wonder who created this beauty 😅
Cohere's Chat interface with new ⌘R+ model looks... really good! 📄 search + cite 💻 web browsing 🐍 python Watch this
🎉 I’m happy to announce that our resource paper “iKAT: A Test Collection for Evaluating Conversational and Interactive Knowledge Assistants.” got accepted at #SIGIR2024! This is a joint work with @maliannejadi, @ShubhamC526, @leifos, and @JeffD.
Listening to @iain_with_2is presenting his very interesting work entitled: "Adaptive Latent Entity Expansion for Document Retrieval" at @keirworkshop .
Now we started the paper presentation session, where @iain_with_2is is presenting his work about Entity Expansion for Document Retrieval . @ecir2024 @keirworkshop @ir_glasgow
Iain Mackie @iain_with_2is is presenting our work at the KEIR workshop today. @grill_lab_ai #ecir2024
Congratulations 🎊🎉 to all members! More exciting work on LLMs and conversational search coming up. Finally, we are hiring PhD students and postdocs! Get in touch with PI Jeff Dalton ([email protected]) to discuss the positions. (6/6)
PI Jeff Dalton @JeffD presented a keynote on LLMs for finance. (2/6)
Visiting Professor @JeffD of @InfAtEd & our #AI Group will discuss real-world challenges deploying generative LLMs in his #ECIR2024 Industry Day keynote (11 AM GMT): "Generative AI in Finance: Automatic, Topic-based Summaries for Earnings Call Transcripts" bloom.bg/3ITuiQP
From 2.5x (SPLADE) to 11.3x (ESPLADE) faster than the winning methods of the Big-ANN '23 Sparse Track. "Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations". LP @ #SIGIR2024. Joint work with @snbruch, @cosimorulli1, @rventurini_
Presented my paper today at ECIR 2024. @JeffD @iain_with_2is @grill_lab_ai @InfAtEd Our paper received the best paper honorable mention award! 🥇 🤩🥳 #ecir2024
What more could one ask for?! Some more good news. Our work received the best paper honorable mention award at ECIR 2024. I also got the outstanding reviewer award (a hat-trick!). ☺️🥳🤩 @JeffD @iain_with_2is @grill_lab_ai
Youngest participant at last week's #EACL2024 @eaclmeeting :D
2. Resource Paper: iKAT: A Test Collection for Evaluating Conversational and Interactive Knowledge Assistants. Collaboration with University of Strathclyde (@leifos) and University of Amsterdam (@z_abbasiantaeb @maliannejadi) @JeffD Looking forward to seeing everyone! 🤩🥳
Very happy that two papers got accepted at SIGIR! 🤩 (1/2) 1. Full Paper: Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational Search. Collaboration with Radboud University. @fhasibi @arjenpdevries @JeffD @hideaki_joko