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Passage Re-ranking with BERT
v1v2v3v4v5 (latest)

Passage Re-ranking with BERT

13 January 2019
Rodrigo Nogueira
Dong Wang
    OOD
ArXiv (abs)PDFHTMLGithub (480★)

Papers citing "Passage Re-ranking with BERT"

50 / 498 papers shown
PeerQA: A Scientific Question Answering Dataset from Peer Reviews
PeerQA: A Scientific Question Answering Dataset from Peer ReviewsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Tim Baumgärtner
Ted Briscoe
Iryna Gurevych
228
9
0
20 Feb 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Hao Liu
Zhengren Wang
Xi Chen
Zhiyu Li
Feiyu Xiong
Qinhan Yu
Feiyu Xiong
LRM
518
19
0
18 Feb 2025
MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers
MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers
Nicole Cho
William Watson
AAMLHILM
431
0
0
06 Feb 2025
Can Cross Encoders Produce Useful Sentence Embeddings?
Can Cross Encoders Produce Useful Sentence Embeddings?
Haritha Ananthakrishnan
Julian T Dolby
Harsha Kokel
Horst Samulowitz
Kavitha Srinivas
200
1
0
05 Feb 2025
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models
Minghan Li
Eric Gaussier
Guodong Zhou
RALM
278
0
0
28 Jan 2025
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question AnsweringNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Yang Bai
Christan Earl Grant
Daisy Zhe Wang
RALM
276
5
0
23 Jan 2025
ListConRanker: A Contrastive Text Reranker with Listwise Encoding
ListConRanker: A Contrastive Text Reranker with Listwise Encoding
Junlong Liu
Yue Ma
Ruihui Zhao
Junhao Zheng
Qianli Ma
Yangyang Kang
286
3
0
13 Jan 2025
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking AgentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Weiwei Sun
Lingyong Yan
Xinyu Ma
Shuaiqiang Wang
Sudipta Singha Roy
Zhumin Chen
D. Yin
Zhaochun Ren
RALMALMELMLRMLM&MA
688
437
0
31 Dec 2024
Stack Trace Deduplication: Faster, More Accurately, and in More
  Realistic Scenarios
Stack Trace Deduplication: Faster, More Accurately, and in More Realistic ScenariosIEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2024
Egor Shibaev
Denis Sushentsev
Yaroslav Golubev
Aleksandr Khvorov
186
2
0
19 Dec 2024
A Method for Detecting Legal Article Competition for Korean Criminal Law
  Using a Case-augmented Mention Graph
A Method for Detecting Legal Article Competition for Korean Criminal Law Using a Case-augmented Mention Graph
Seonho An
Young Yik Rhim
Min-Soo Kim
AILaw
253
1
0
16 Dec 2024
RAG-based Question Answering over Heterogeneous Data and Text
RAG-based Question Answering over Heterogeneous Data and TextIEEE Data Engineering Bulletin (DEB), 2024
Philipp Christmann
Gerhard Weikum
LMTDRALM
376
12
0
10 Dec 2024
DynRank: Improving Passage Retrieval with Dynamic Zero-Shot Prompting
  Based on Question Classification
DynRank: Improving Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification
Abdelrahman Abdallah
Jamshid Mozafari
Bhawna Piryani
Mohammed M. Abdelgwad
Adam Jatowt
377
2
0
30 Nov 2024
Advancing Large Language Models for Spatiotemporal and Semantic
  Association Mining of Similar Environmental Events
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events
Yuanyuan Tian
Wenwen Li
Lei Hu
Xinyu Chen
Michael Brook
Michael Brubaker
Fan Zhang
A. Liljedahl
KELM
318
5
0
19 Nov 2024
Drowning in Documents: Consequences of Scaling Reranker Inference
Mathew Jacob
Erik Lindgren
Matei A. Zaharia
Michael Carbin
Omar Khattab
Andrew Drozdov
OffRL
568
7
0
18 Nov 2024
EviRerank: Adaptive Evidence Construction for Long-Document LLM Reranking
EviRerank: Adaptive Evidence Construction for Long-Document LLM Reranking
Minghan Li
Eric Gaussier
Juntao Li
Guodong Zhou
ALM
214
0
0
09 Nov 2024
Self-Calibrated Listwise Reranking with Large Language Models
Self-Calibrated Listwise Reranking with Large Language ModelsThe Web Conference (WWW), 2024
Ruiyang Ren
Yuhao Wang
K. Zhou
Wayne Xin Zhao
Wenjie Wang
Jing Liu
Ji-Rong Wen
Tat-Seng Chua
LRMKELM
248
8
0
07 Nov 2024
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
INQUIRE: A Natural World Text-to-Image Retrieval BenchmarkNeural Information Processing Systems (NeurIPS), 2024
Edward Vendrow
Omiros Pantazis
Alexander Shepard
Gabriel J. Brostow
Kate E. Jones
Oisin Mac Aodha
Sara Beery
Grant Van Horn
VLM
372
23
0
04 Nov 2024
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented GenerationPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024
Yun Jiang
Zilong Xie
Wei Zhang
Yun Fang
Shuai Pan
RALM
973
0
0
01 Nov 2024
TabDPT: Scaling Tabular Foundation Models on Real Data
TabDPT: Scaling Tabular Foundation Models on Real Data
Junwei Ma
Valentin Thomas
Rasa Hosseinzadeh
Hamidreza Kamkari
Alex Labach
Jesse C. Cresswell
Keyvan Golestan
Guangwei Yu
Anthony L. Caterini
M. Volkovs
LMTD
497
8
0
23 Oct 2024
Improving Pinterest Search Relevance Using Large Language Models
Improving Pinterest Search Relevance Using Large Language Models
Han Wang
Mukuntha Narayanan Sundararaman
Onur Gungor
Yu Xu
Krishna Kamath
Rakesh Chalasani
Kurchi Subhra Hazra
Jinfeng Rao
LRM
211
6
0
22 Oct 2024
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility MaximizationInternational Conference on the Theory of Information Retrieval (ICTIR), 2024
Alireza Salemi
Hamed Zamani
RALM
315
10
0
13 Oct 2024
Retrieving Contextual Information for Long-Form Question Answering using
  Weak Supervision
Retrieving Contextual Information for Long-Form Question Answering using Weak SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Philipp Christmann
Svitlana Vakulenko
Ionut Teodor Sorodoc
Bill Byrne
Adria de Gispert
RALM
204
0
0
11 Oct 2024
RRADistill: Distilling LLMs' Passage Ranking Ability for Long-Tail
  Queries Document Re-Ranking on a Search Engine
RRADistill: Distilling LLMs' Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search EngineConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Nayoung Choi
Youngjune Lee
Gyu-Hwung Cho
Haeyu Jeong
Jungmin Kong
...
S. Cho
Inchang Jeong
Gyohee Nam
Sunghoon Han
Wonil Yang
RALM
319
0
0
08 Oct 2024
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia
Entity Insertion in Multilingual Linked Corpora: The Case of WikipediaConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Tomás Feith
Akhil Arora
Martin Gerlach
Debjit Paul
Robert West
KELM
239
7
0
05 Oct 2024
Contextual Document Embeddings
Contextual Document EmbeddingsInternational Conference on Learning Representations (ICLR), 2024
John X. Morris
Alexander M. Rush
529
16
0
03 Oct 2024
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large
  Language Models
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Shayekh Bin Islam
Md Asib Rahman
K S M Tozammel Hossain
Enamul Hoque
Shafiq Joty
Md. Rizwan Parvez
RALMAIFinLRMVLM
207
39
0
02 Oct 2024
PairDistill: Pairwise Relevance Distillation for Dense Retrieval
PairDistill: Pairwise Relevance Distillation for Dense RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Chao-Wei Huang
Yun-Nung Chen
264
6
0
02 Oct 2024
Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric
  Retrieval Model
Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Nilanjan Sinhababu
Andrew Parry
Debasis Ganguly
D. Samanta
Pabitra Mitra
361
11
0
26 Sep 2024
Enhancing Scientific Reproducibility Through Automated BioCompute Object
  Creation Using Retrieval-Augmented Generation from Publications
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications
Sean Kim
Raja Mazumder
129
2
0
23 Sep 2024
SMART-RAG: Selection using Determinantal Matrices for Augmented
  Retrieval
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval
Jiatao Li
Xinyu Hu
Xiaojun Wan
247
2
0
21 Sep 2024
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking,
  fine-tuning and deploying Rerankers for RAG
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG
Gabriel de Souza P. Moreira
Ronay Ak
Benedikt Schifferer
Mengyao Xu
Radek Osmulski
Even Oldridge
201
15
0
12 Sep 2024
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
Xun Xian
Ganghua Wang
Xuan Bi
Jayanth Srinivasa
Jayanth Srinivasa
Charles Fleming
Mingyi Hong
Jie Ding
SILM
292
5
0
12 Sep 2024
Retrieval Augmented Generation-Based Incident Resolution Recommendation
  System for IT Support
Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support
Paulina Toro Isaza
Michael Nidd
Noah Zheutlin
Jae-wook Ahn
Chidansh Amitkumar Bhatt
Yu Deng
R. Mahindru
M. Franz
Hans Florian
Salim Roukos
RALM
93
3
0
06 Sep 2024
Know When to Fuse: Investigating Non-English Hybrid Retrieval in the
  Legal Domain
Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal DomainInternational Conference on Computational Linguistics (COLING), 2024
Antoine Louis
Gijs van Dijck
Gerasimos Spanakis
191
0
0
02 Sep 2024
rerankers: A Lightweight Python Library to Unify Ranking Methods
rerankers: A Lightweight Python Library to Unify Ranking Methods
Benjamin Clavié
ALM
327
11
0
30 Aug 2024
Squid: Long Context as a New Modality for Energy-Efficient On-Device
  Language Models
Squid: Long Context as a New Modality for Energy-Efficient On-Device Language Models
Wei Chen
Zhiyuan Li
Shuo Xin
Yihao Wang
282
7
0
28 Aug 2024
FastFiD: Improve Inference Efficiency of Open Domain Question Answering
  via Sentence Selection
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence SelectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Yufei Huang
Xu Han
Maosong Sun
235
3
0
12 Aug 2024
An Energy-based Model for Word-level AutoCompletion in Computer-aided
  Translation
An Energy-based Model for Word-level AutoCompletion in Computer-aided TranslationTransactions of the Association for Computational Linguistics (TACL), 2024
Cheng Yang
Guoping Huang
Mo Yu
Zhirui Zhang
Siheng Li
Mingming Yang
Shuming Shi
Yujiu Yang
Lemao Liu
271
2
0
29 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
To Eun Kim
Alireza Salemi
Andrew Drozdov
Fernando Diaz
Hamed Zamani
373
11
0
17 Jul 2024
Better RAG using Relevant Information Gain
Better RAG using Relevant Information Gain
Marc Pickett
Jeremy Hartman
Ayan Kumar Bhowmick
Raquib-ul Alam
Aditya Vempaty
RALM
207
8
0
16 Jul 2024
Deep Bag-of-Words Model: An Efficient and Interpretable Relevance
  Architecture for Chinese E-Commerce
Deep Bag-of-Words Model: An Efficient and Interpretable Relevance Architecture for Chinese E-Commerce
Zhe Lin
Jiwei Tan
Dan Ou
Xi Chen
Shaowei Yao
Bo Zheng
157
8
0
12 Jul 2024
Characterizing Prompt Compression Methods for Long Context Inference
Characterizing Prompt Compression Methods for Long Context Inference
Siddharth Jha
Lutfi Eren Erdogan
Sehoon Kim
Kurt Keutzer
A. Gholami
308
12
0
11 Jul 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
Rulin Shao
Jacqueline He
Akari Asai
Weijia Shi
Tim Dettmers
Sewon Min
Luke Zettlemoyer
Pang Wei Koh
RALM
329
52
0
09 Jul 2024
DSLR: Document Refinement with Sentence-Level Re-ranking and
  Reconstruction to Enhance Retrieval-Augmented Generation
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation
Taeho Hwang
Soyeong Jeong
Sukmin Cho
SeungYoon Han
Jong C. Park
RALM
390
5
0
04 Jul 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation
David Rau
Hervé Déjean
Nadezhda Chirkova
Thibault Formal
Shuai Wang
Vassilina Nikoulina
Stéphane Clinchant
311
24
0
01 Jul 2024
Engineering Conversational Search Systems: A Review of Applications,
  Architectures, and Functional Components
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components
Phillip Schneider
Wessel Poelman
Michael Rovatsos
Florian Matthes
215
4
0
01 Jul 2024
Efficient Document Ranking with Learnable Late Interactions
Efficient Document Ranking with Learnable Late Interactions
Ziwei Ji
Himanshu Jain
Andreas Veit
Sashank J. Reddi
Sadeep Jayasumana
A. S. Rawat
A. Menon
Felix X. Yu
Sanjiv Kumar
244
9
0
25 Jun 2024
DemoRank: Selecting Effective Demonstrations for Large Language Models
  in Ranking Task
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task
Wenhan Liu
Yutao Zhu
Zhicheng Dou
ALMRALM
230
17
0
24 Jun 2024
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models
Qi Liu
Bo Wang
Nan Wang
Jiaxin Mao
RALM
311
22
0
21 Jun 2024
Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy
Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy
Hengran Zhang
Keping Bi
Jiafeng Guo
Xueqi Cheng
274
4
0
17 Jun 2024
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