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 2351–2375 of 4740 papers

TitleStatusHype
The Music Meta Ontology: a flexible semantic model for the interoperability of music metadata—0
The Mysterious Letter J—0
The NewSoMe Corpus: A Unifying Opinion Annotation Framework across Genres and in Multiple Languages—0
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures—0
The Ontology of Bulgarian Dialects -- Architecture and Information Retrieval—0
Theory of Optimizing Pseudolinear Performance Measures: Application to F-measure—0
The performance of multiple language models in identifying offensive language on social media—0
The Power of Language Music: Arabic Lemmatization through Patterns—0
The Problem with Kappa—0
The Quantum Challenge in Concept Theory and Natural Language Processing—0
The Query of Everything: Developing Open-Domain, Natural-Language Queries for BOLT Information Retrieval—0
The RatioLog Project: Rational Extensions of Logical Reasoning—0
The Recent Advances in Automatic Term Extraction: A survey—0
The representation and extraction of qunatitative information—0
The Role of Coded Side Information in Single-Server Private Information Retrieval—0
The Role of Emotional Stability in Twitter Conversations—0
The Role of Reusable and Single-Use Side Information in Private Information Retrieval—0
The Role of Wikipedia in Text Analysis and Retrieval—0
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design—0
The semantic similarity ensemble—0
Thesis: Document Summarization with applications to Keyword extraction and Image Retrieval—0
The Study of Effect of Length in Morphological Segmentation of Agglutinative Languages—0
The Surfer Model with a Hybrid Approach to Ranking the Web Pages—0
The Tangent Search Engine: Improved Similarity Metrics and Scalability for Math Formula Search—0
The Text Classification Pipeline: Starting Shallow going Deeper—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