Researchers behind the Terrier open source search engine

Glasgow
Joined September 2009
Delighted that our paper “PLAID-PRF — Pseudo-Relevance Feedback with Centroid-like Tokens in PLAID” has been accepted to #sigir2026, w/ Xiao Wang and @macavaney
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#sigir2026 accepted reproducibility track paper: "A Replicability Study of Joint Product Quantisation for Effective Space-Efficient Dense Retrieval", joint work with @ntonellotto and Zhili Shen
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Thank you ❤️
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I have just updated Slide #7 as @iadh kindly told me that the definition of F can be found in a paper from 1971.
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🎄 PyTerrier Advent 24/25: Removing low-quality docs can boost search quality and cut indexing costs. Our SIGIR’24 paper QT5 trains a T5 model to filter passages at indexing time—easy to integrate, and works with dense, PISA, or SPLADE indexers too.
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🎄 PyTerrier Advent 23/25: Results too homogeneous? Try a diversification reranker. Shown: implicit MMR on BM25 or dense retrieval—but explicit methods like xQuAD (@rodrygo_santos) are easy too.
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🎄PyTerrier Advent 5/25: Comparing pipelines (e.g., BM25 vs RM3)? Use pt.Experiment(baseline=…) to see MAP gains/losses per query and paired t-test p-values. Multiple-test corrections are supported too. 📄pyterrier.readthedocs.io/en/…
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Happy to announce that our paper "Investors Are (Not) Always Right: A Comparison of Transaction-Based and Profitability-Based Metrics for Financial Asset Recommendations", with @richardm_, Nikos Droukas, @craig_macdonald & @iadh has accepted at ACM TOIS! 🧵(1/5)
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🎄PyTerrier Advent 3/25: Now for very recent LLM-based approaches! PyTerrier is extensible through its strong ecosystem of plugins, like PyTerrier_GenRank by @KaustubhDhole at Emory Univ USA, which allows to use generative rerankers such as RankLLama... github.com/emory-irlab/pyter…
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TerrierTeam retweeted
PyTerrier, a software platform developed at @GlasgowCS which helps facilitate the development of AI-powered search engines, has won a national award from @bcs! Read more here: gla.ac.uk/news/headline_1228…
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🎄We want to try something new and fun this year – an “Advent Calendar” of PyTerrier pipelines We’ll kick it off with *the* baseline: BM25 on MSMARCO. One line to download a pre-built index, one line to make a BM25 retriever, one line to search.
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We are happy to sponsor the Keith Van Rijsbergen (KvR) Award at #ECIR2026 📢 𝗡𝗼𝗺𝗶𝗻𝗮𝘁𝗶𝗼𝗻𝘀 𝗮𝗿𝗲 𝗻𝗼𝘄 𝗼𝗽𝗲𝗻! Details and Submission Form: lnkd.in/emecdsXm 🗓 𝗗𝗲𝗮𝗱𝗹𝗶𝗻𝗲: 𝟭𝟱 𝗝𝗮𝗻𝘂𝗮𝗿𝘆 𝟮𝟬𝟮𝟲 linkedin.com/posts/glasgow-i…
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We’re hiring a 2nd RA/PDRA at @GlasgowCS for the EU CLIMINVEST Project! Work with @iadh, @craig_macdonald & @richardm_ on LLM-powered AI agents for ESG & risk assessment in green investment. Apply by Dec 15: linkedin.com/posts/iadhounis…
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PyTerrier 1.0 has been released: - ➡️ search pipeline validation, visualisation and verification - 📘more documentation - ☕️ java now optional 🆕📰github.com/terrier-org/pyter… Try pip install pyterrier[all] w/ @macavaney
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RA job in @ir_glasgow on an EU Horizon project, with @iadh @richardm_ and myself, on the use of LLMs in developing AI agents for the risk and ESG (Environmental, Social and Governance) assessment of sustainability-focused green investment projects. 👇
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TerrierTeam retweeted
Journal article “Unifying Isolated Processes for Enhanced Multi-modal Recommendations Using a Graph Transformer” has been accepted at ACM Transactions on Recommender Systems (ToRS); Joint work with @ZixuanYI_  & part of a special issue on best papers from ACM #RecSys 2024
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TerrierTeam retweeted
Delighted to see my former PhD student at @ir_glasgow and @GlasgowCS Jingmin Huang, now a lecturer at the University of Southampton; Jingmin served as Demo Co-Chair at #ICDCS2025. Great to catch up at the conference!
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The welcome reception at #ICDCS2025 is buzzing with energy! Fantastic to see so many smiling faces and lively conversations — a vibrant start to the conference. Here's to a great main conference ahead! 🎉
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