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 1776–1800 of 4740 papers

TitleStatusHype
Efficient Bregman Range Search—0
Efficient AUC Optimization for Information Ranking Applications—0
An Iterative Approach for Mining Parallel Sentences in a Comparable Corpus—0
Efficient and Effective Tree-based and Neural Learning to Rank—0
Efficient and Effective Retrieval of Dense-Sparse Hybrid Vectors using Graph-based Approximate Nearest Neighbor Search—0
Exploring Multidimensional Checkworthiness: Designing AI-assisted Claim Prioritization for Human Fact-checkers—0
Exploring Multi-Level Threats in Telegram Data with AI-Human Annotation: A Preliminary Study—0
Exploring new Approaches for Information Retrieval through Natural Language Processing—0
Exploring Query Categorisation for Query Expansion: A Study—0
Exploring the context of visual information seeking—0
Exploring the effect of semantic similarity for Phrase-based Machine Translation—0
Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering—0
Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking—0
Efficient and Accurate Top-K Recovery from Choice Data—0
Exploring the Leading Authors and Journals in Major Topics by Citation Sentences and Topic Modeling—0
Bibliometrics, Information Retrieval and Natural Language Processing: Natural Synergies to Support Digital Library Research—0
An Issue-oriented Syllabus Retrieval System using Terminology-based Syllabus Structuring and Visualization—0
Bibliometrics and Information Retrieval: Creating Knowledge through Research Synergies—0
Exploring the utility of coreference chains for improved identification of personal names—0
Exploring the Viability of Synthetic Query Generation for Relevance Prediction—0
Effects of Stop Words Elimination for Arabic Information Retrieval: A Comparative Study—0
Exploring Transfer Learning and Domain Data Selection for the Biomedical Translation—0
EXPR at SemEval-2018 Task 9: A Combined Approach for Hypernym Discovery—0
Bibliometric-Enhanced Information Retrieval: 5th International BIR Workshop—0
An Investigative Study of Multi-Modal Cross-Lingual Retrieval—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