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Sean MacAvaney
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Sean MacAvaney
@macavaney
he/him · Reader (Assoc. Professor) at @GlasgowCS @TerrierTeam · working at the intersection of IR&NLP · PhD from @Georgetown IRLab
Glasgow, Scotland
macavaney.us
Joined June 2010
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  • Pinned
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    Sean MacAvaney
    @macavaney
    Jul 16, 2025
    I'm delighted to have received the SIGIR Early Career Researcher Award! Thanks to all my wonderful students, colleagues, and collaborators for their support and countless discussions about wild new ideas for the field.
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    Glasgow IR Group
    @ir_glasgow
    Jul 16, 2025
    Huge congratulations to @macavaney on receiving the prestigious ACM SIGIR Early Career Researcher Award in the research category! This well-deserved recognition highlights the excellence & impact of his work in the IR community 👏🎉#sigir2025 Cc @GlasgowCS @UofGlasgow @ACMSIGIR
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    Sean MacAvaney
    @macavaney
    Sep 11, 2025
    Indeed, awesome to see another method leverage rerankers with document proximity to overcome first-stage recall limitations 🤓
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    Mandeep Rathee
    @rathee_mandeep
    Sep 11, 2025
    Happy to see another research group, @haike_xu working in the same direction and our SlideGAR in the BRIGHT world. However, Reranker-Guided Search is not new. There are papers like Quam (WSDM'25), ORE (SIGIR'25), ReFIT(SIGIR'25), TOUR (ACL'23) that use the ranker's guidance.
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    Sean MacAvaney
    @macavaney
    May 9, 2025
    As @hscells et al say: ♻️ Reduce, Reuse, Recycle! It's never been easier to share indexes (Terrier, Anserini, Pisa, Dense, etc.) using HuggingFace, Zenodo, etc. 🤓
    Code example in Python:

```
import pyterrier as pt
# load a msmarco-passage index from huggingface
index = pt.Artifact.from_hf('macavaney/msmarco-passage.terrier')
# it's ready to use!
retriever = index.bm25()
retriever.search('my dear watson')
# qid          query    docno      score rank
# 1   my dear watson  5341214  36.087756    0
# 1   my dear watson  2385137  30.109050    1
# ...

# share an index to HuggingFace, Zenodo, etc.
index = pt.Artifact.load('my-index')
index.to_hf('macavaney/my-index')
index.to_zenodo()
index.to_p2p()
```
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    Sumit
    @_reachsumit
    May 9, 2025
    Artifact Sharing for Information Retrieval Research @macavaney introduces a flexible way to share artifacts like indices and models for Information Retrieval research, improving both accessibility and usability. 📝arxiv.org/abs/2505.05434 👨🏽‍💻github.com/seanmacavaney/…
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    Sean MacAvaney
    @macavaney
    Apr 10, 2025
    Eval4RAG kicking off at @ecir2025 with a keynote from @Fabio_Petroni
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    Sean MacAvaney
    @macavaney
    Mar 3, 2025
    We re-annotated DL’19. The results? 👇
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    Andrew Parry
    @MrParryParry
    Mar 3, 2025
    🚨 New Pre-Print! 🚨 Reviewer 2 has once again asked for DL’19, what can you say in rebuttal?  We have re-annotated DL’19 in the form of classic evaluation stability studies. Work done with @maik_froebe, @hscells, @fschlatt1, @guglielm0f, @saber_zerhoudi, @macavaney, @EYangTW 🧵
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