Expansion via Prediction of Importance with Contextualization

Adam: A Method for Stochastic Optimization. In ICLR

Diederik P. Kingma and Jimmy Ba. 2015 · 2015

Earlier work this paper cites.

A Deep Relevance Matching Model for Ad-hoc Retrieval. In CIKM

Jiafeng Guo, Yixing Fan, Qingyao Ai, and W. Bruce Croft. 2016 · 2016

Earlier work this paper cites.

TREC Complex Answer Retrieval Overview. In TREC

Laura Dietz, Ben Gamari, Jeff Dalton, and Nick Craswell. 2017 · 2017

Earlier work this paper cites.

Efficient Query Processing for Scalable Web Search

Nicola Tonellotto, Craig Macdonald, and Iadh Ounis. 2018 · 2018

Earlier work this paper cites.

Anserini: Reproducible Ranking Baselines Using Lucene

Peilin Yang, Hui Fang, and Jimmy Lin. 2018 · 2018

Earlier work this paper cites.

Overview of the TREC 2019 Deep Learning Track. In TREC

Nick Craswell, Bhaskar Mitra, and Daniel Campos. 2019 · 2019

Earlier work this paper cites.

Context-aware sentence/passage term importance estimation for first stage retrieval

Zhuyun Dai and Jamie Callan. 2019 · 2019

Cited alongside, same era.

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL

Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019

Cited alongside, same era.

ANTIQUE: A Non-Factoid Question Answering Benchmark

Helia Hashemi, Mohammad Aliannejadi, Hamed Zamani, and W. Bruce Croft. 2019 · 2019

Cited alongside, same era.

Let’s measure run time! Extending the IR replicability infrastructure to include performance aspects. In OSIRRC@SIGIR

Sebastian Hofstätter and Allan Hanbury. 2019 · 2019

Cited alongside, same era.

CEDR: Contextualized Embeddings for Document Ranking. In SIGIR

Sean MacAvaney, Andrew Yates, Arman Cohan, and Nazli Goharian. 2019 · 2019

Cited alongside, same era.

An updated duet model for passage re-ranking

Passage Re-ranking with BERT

Rodrigo Nogueira and Kyunghyun Cho. 2019 · 2019

Later among the works it cites.

From doc2query to docTTTTTquery

Rodrigo Nogueira and Jimmy Lin. 2019 · 2019

Later among the works it cites.

Document expansion by query prediction

Rodrigo Nogueira, Wei Yang, Jimmy Lin, and Kyunghyun Cho. 2019 · 2019

Later among the works it cites.

Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Colin Raffel, Noam Shazeer, Adam Kaleo Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu. 2019 · 2019

Later among the works it cites.

Interpretable & Time-Budget-Constrained Contextualization for Re-Ranking

Sebastian Hofstätter, Markus Zlabinger, and Allan Hanbury. 2020 · 2020

Closest in time.

OpenNIR: A Complete Neural Ad-Hoc Ranking Pipeline. In WSDM

Sean MacAvaney. 2020 · 2020

Closest in time.