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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3876–3900 of 4740 papers

TitleStatusHype
Regular expressions for decoding of neural network outputs—0
Regularized Autoencoders for Isometric Representation Learning—0
Regularized Interlingual Projections: Evaluation on Multilingual Transliteration—0
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations—0
Reinforced Information Retrieval—0
Reinforcement Learning-driven Information Seeking: A Quantum Probabilistic Approach—0
Reinforcement Learning to Rank with Coarse-grained Labels—0
Reinforcement Speculative Decoding for Fast Ranking—0
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
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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