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 2701–2750 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
Report on the 8th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2019)—0
Report on the First HIPstIR Workshop on the Future of Information Retrieval—0
Report on the SIGIR 2019 Workshop on eCommerce (ECOM19)—0
Representation Learning by Reconstructing Neighborhoods—0
Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning—0
Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval—0
Representing Documents and Queries as Sets of Word Embedded Vectors for Information Retrieval—0
Representing Topics Using Images—0
Repurposing TREC-COVID Annotations to Answer the Key Questions of CORD-19—0
Reranking Passages with Coarse-to-Fine Neural Retriever Enhanced by List-Context Information—0
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models—0
Research Challenges in Building a Voice-based Artificial Personal Shopper - Position Paper—0
Research Experiment on Multi-Model Comparison for Chinese Text Classification Tasks—0
Research on Cross-media Science and Technology Information Data Retrieval—0
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms—0
Residual Attention Based Network for Automatic Classification of Phonation Modes—0
Resilience in Knowledge Graph Embeddings—0
Responding to Retrieval: A Proposal to Use Retrieval Information for Better Presentation of Website Content—0
Response Generation Based on Hierarchical Semantic Structure with POMDP Re-ranking for Conversational Dialogue Systems—0
Results of the 4th edition of BioASQ Challenge—0
Results of the fifth edition of the BioASQ Challenge—0
Results of the sixth edition of the BioASQ Challenge—0
Rethinking E-Commerce Search—0
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective—0
Rethinking Search: Making Domain Experts out of Dilettantes—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