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MS MARCO: Benchmarking Ranking Models in the Large-Data Regime

MS MARCO: Benchmarking Ranking Models in the Large-Data Regime

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
9 May 2021
Nick Craswell
Bhaskar Mitra
Emine Yilmaz
Daniel Fernando Campos
Jimmy J. Lin
    ALM
ArXiv (abs)PDFHTML

Papers citing "MS MARCO: Benchmarking Ranking Models in the Large-Data Regime"

26 / 26 papers shown
Semantic Search for Information Retrieval
Semantic Search for Information Retrieval
Kayla Farivar
KELM
146
0
0
25 Aug 2025
LEANN: A Low-Storage Vector Index
LEANN: A Low-Storage Vector Index
Yichuan Wang
Zhifei Li
Shu Liu
Yongji Wu
Ron Yifeng Wang
...
Yang Zhou
Eric Liang
Sewon Min
Matei A. Zaharia
Joseph E. Gonzalez
359
1
0
09 Jun 2025
On the Scaling of Robustness and Effectiveness in Dense Retrieval
On the Scaling of Robustness and Effectiveness in Dense RetrievalAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Yu-an Liu
Ruqing Zhang
Jiafeng Guo
Maarten de Rijke
Yixing Fan
Xueqi Cheng
161
2
0
30 May 2025
Evaluating Contrastive Feedback for Effective User Simulations
Evaluating Contrastive Feedback for Effective User SimulationsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Andreas Konstantin Kruff
Timo Breuer
Philipp Schaer
334
0
0
05 May 2025
Generative Product Recommendations for Implicit Superlative Queries
Generative Product Recommendations for Implicit Superlative QueriesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Kaustubh D. Dhole
Nikhita Vedula
Saar Kuzi
Giuseppe Castellucci
Eugene Agichtein
S. Malmasi
240
5
0
26 Apr 2025
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
Zhibin Lan
Liqiang Niu
Fandong Meng
Jie Zhou
Jinsong Su
VLM
313
1
0
04 Mar 2025
Neural Corrective Machine Unranking
Neural Corrective Machine Unranking
Jingrui Hou
Axel Finke
Georgina Cosma
CMLMU
285
1
0
13 Nov 2024
Neural Machine Unranking
Neural Machine Unranking
Jingrui Hou
Axel Finke
Georgina Cosma
MU
400
1
0
09 Aug 2024
Scientific QA System with Verifiable Answers
Scientific QA System with Verifiable Answers
Adela Ljajić
Milos Kosprdic
Bojana Bašaragin
Darija Medvecki
Lorenzo Cassano
Nikola Milosevic
214
1
0
16 Jul 2024
A Reproducibility Study of PLAID
A Reproducibility Study of PLAID
Sean MacAvaney
Nicola Tonellotto
192
15
0
23 Apr 2024
Verif.ai: Towards an Open-Source Scientific Generative
  Question-Answering System with Referenced and Verifiable Answers
Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable Answers
Milos Kosprdic
Adela Ljajić
Bojana Bašaragin
Darija Medvecki
Nikola Milosevic
195
4
0
09 Feb 2024
GEO: Generative Engine Optimization
GEO: Generative Engine Optimization
Pranjal Aggarwal
Vishvak Murahari
Tanmay Rajpurohit
Ashwin Kalyan
Karthik Narasimhan
Ameet Deshpande
309
21
0
16 Nov 2023
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning
  Strategies are not Better than Random Selection
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection
Sophia Althammer
Guido Zuccon
Sebastian Hofstatter
Suzan Verberne
Allan Hanbury
240
7
0
12 Sep 2023
Towards Consistency Filtering-Free Unsupervised Learning for Dense
  Retrieval
Towards Consistency Filtering-Free Unsupervised Learning for Dense Retrieval
Haoxiang Shi
Sumio Fujita
Tetsuya Sakai
187
0
0
05 Aug 2023
A Massive Scale Semantic Similarity Dataset of Historical English
A Massive Scale Semantic Similarity Dataset of Historical EnglishNeural Information Processing Systems (NeurIPS), 2023
Emily Silcock
Melissa Dell
210
5
0
30 Jun 2023
Revealing the Blind Spot of Sentence Encoder Evaluation by HEROS
Revealing the Blind Spot of Sentence Encoder Evaluation by HEROSWorkshop on Representation Learning for NLP (RepL4NLP), 2023
Cheng-Han Chiang
Yung-Sung Chuang
James R. Glass
Hung-yi Lee
AI4TS
249
3
0
08 Jun 2023
The Role of Relevance in Fair Ranking
The Role of Relevance in Fair RankingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Aparna Balagopalan
David Bau
Asia J. Biega
205
9
0
09 May 2023
MGeo: Multi-Modal Geographic Pre-Training Method
MGeo: Multi-Modal Geographic Pre-Training MethodAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Ruixue Ding
Boli Chen
Pengjun Xie
Fei Huang
Xin Li
Qiang-Wei Zhang
Yao Xu
313
31
0
11 Jan 2023
Making a MIRACL: Multilingual Information Retrieval Across a Continuum
  of Languages
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages
Xinyu Crystina Zhang
Nandan Thakur
Odunayo Ogundepo
Ehsan Kamalloo
David Alfonso-Hermelo
Xiaoguang Li
Qun Liu
Mehdi Rezagholizadeh
Jimmy J. Lin
311
65
0
18 Oct 2022
Disentangled Modeling of Domain and Relevance for Adaptable Dense
  Retrieval
Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval
Jingtao Zhan
Jiaxin Mao
Yiqun Liu
Jiaxin Mao
Xiaohui Xie
Hao Fei
Shaoping Ma
135
11
0
11 Aug 2022
Are We There Yet? A Decision Framework for Replacing Term Based
  Retrieval with Dense Retrieval Systems
Are We There Yet? A Decision Framework for Replacing Term Based Retrieval with Dense Retrieval Systems
Sebastian Hofstatter
Nick Craswell
Bhaskar Mitra
Hamed Zamani
Allan Hanbury
251
5
0
26 Jun 2022
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual
  Open-retrieval Question Answering System
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System
Chia-Chien Hung
Tommaso Green
Robert Litschko
Tornike Tsereteli
Sotaro Takeshita
Marco Bombieri
Goran Glavaš
Simone Paolo Ponzetto
RALMLRM
229
2
0
30 May 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual
  Retrieval
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual RetrievalInternational Conference on Computational Linguistics (COLING), 2022
Robert Litschko
Ivan Vulić
Goran Glavaš
LRM
418
20
0
05 Apr 2022
On Cross-Lingual Retrieval with Multilingual Text Encoders
On Cross-Lingual Retrieval with Multilingual Text Encoders
Robert Litschko
Ivan Vulić
Simone Paolo Ponzetto
Goran Glavaš
199
51
0
21 Dec 2021
TREC Deep Learning Track: Reusable Test Collections in the Large Data
  Regime
TREC Deep Learning Track: Reusable Test Collections in the Large Data RegimeAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Nick Craswell
Bhaskar Mitra
Emine Yilmaz
Daniel Fernando Campos
E. Voorhees
I. Soboroff
262
65
0
19 Apr 2021
Improving Transformer-Kernel Ranking Model Using Conformer and Query
  Term Independence
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term IndependenceAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Bhaskar Mitra
Sebastian Hofstatter
Hamed Zamani
Nick Craswell
192
9
0
19 Apr 2021
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