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Moving Beyond Downstream Task Accuracy for Information Retrieval
  Benchmarking

Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking

2 December 2022
Keshav Santhanam
Jon Saad-Falcon
M. Franz
Omar Khattab
Avirup Sil
Radu Florian
Md Arafat Sultan
Salim Roukos
Matei A. Zaharia
Christopher Potts
    OffRL
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Papers citing "Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking"

6 / 6 papers shown
Title
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems
Nandan Thakur
Suleman Kazi
Ge Luo
Jimmy J. Lin
Amin Ahmad
VLM
RALM
26
6
0
17 Oct 2024
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and
  Distillation of Rerankers
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers
Jon Saad-Falcon
Omar Khattab
Keshav Santhanam
Radu Florian
M. Franz
Salim Roukos
Avirup Sil
Md Arafat Sultan
Christopher Potts
11
41
0
01 Mar 2023
PLAID: An Efficient Engine for Late Interaction Retrieval
PLAID: An Efficient Engine for Late Interaction Retrieval
Keshav Santhanam
Omar Khattab
Christopher Potts
Matei A. Zaharia
VLM
58
72
0
19 May 2022
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and
  Passage Re-ranking
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking
Ruiyang Ren
Yingqi Qu
Jing Liu
Wayne Xin Zhao
Qiaoqiao She
Hua-Hong Wu
Haifeng Wang
Ji-Rong Wen
124
247
0
14 Oct 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage
  Retrieval
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval
Luyu Gao
Jamie Callan
RALM
152
329
0
12 Aug 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information
  Retrieval Models
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
Nandan Thakur
Nils Reimers
Andreas Rucklé
Abhishek Srivastava
Iryna Gurevych
VLM
229
961
0
17 Apr 2021
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