SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

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Showing 2701–2725 of 4740 papers

TitleStatusHype
Relational Programming with Foundation Models—0
Relation Extraction Model Based on Semantic Enhancement Mechanism—0
Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem—0
Releasing the CRaQAn (Coreference Resolution in Question-Answering): An open-source dataset and dataset creation methodology using instruction-following models—0
RelEmb: A relevance-based application embedding for Mobile App retrieval and categorization—0
Relevance-based Word Embedding—0
Relevance feedback strategies for recall-oriented neural information retrieval—0
Relevance Judgment Convergence Degree -- A Measure of Inconsistency among Assessors for Information Retrieval—0
Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I—0
RELiC: Retrieving Evidence for Literary Claims—0
Rembrandt - a named-entity recognition framework—0
Remedies against the Vocabulary Gap in Information Retrieval—0
Remining Hard Negatives for Generative Pseudo Labeled Domain Adaptation—0
Reorganizing Educational Institutional Domain using Faceted Ontological Principles—0
Replicability Measures for Longitudinal Information Retrieval Evaluation—0
Replication and Exploration of Generative Retrieval over Dynamic Corpora—0
Repo4QA: Answering Complex Coding Questions via Dense Retrieval on GitHub Repositories—0
Report from Dagstuhl Seminar 23031: Frontiers of Information Access Experimentation for Research and Education—0
Report of NEWS 2012 Machine Transliteration Shared Task—0
Report of NEWS 2015 Machine Transliteration Shared Task—0
Report of NEWS 2016 Machine Transliteration Shared Task—0
Report of NEWS 2018 Named Entity Transliteration Shared Task—0
Report on the 1st Workshop on Large Language Model for Evaluation in Information Retrieval (LLM4Eval 2024) at SIGIR 2024—0
Report on the 2019 Workshop on Smart Farming and Data Analytics (SFDAI)—0
Report on the 7th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2018)—0
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified