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 4351–4375 of 4740 papers

TitleStatusHype
Comparative Study of Domain Driven Terms Extraction Using Large Language Models—0
Comparing Apples to Apple: The Effects of Stemmers on Topic Models—0
Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics—0
Comparing Fair Ranking Metrics—0
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification—0
Comparing Lexical and Semantic Vector Search Methods When Classifying Medical Documents—0
Comparing Traditional and LLM-based Search for Image Geolocation—0
Comparing two acquisition systems for automatically building an English---Croatian parallel corpus from multilingual websites—0
Investigation of Singing Voice Separation for Singing Voice Detection in Polyphonic Music—0
Comparison of SMT and NMT trained with large Patent Corpora: Japio at WAT2017—0
Comparison of String Similarity Measures for Obscenity Filtering—0
Comparison of the effects of investor attention using search volume data before and after mobile device popularization—0
Complementarity, F-score, and NLP Evaluation—0
Complementing Lexical Retrieval with Semantic Residual Embedding—0
Composite Code Sparse Autoencoders for first stage retrieval—0
Composition by Conversation—0
Compound virtual screening by learning-to-rank with gradient boosting decision tree and enrichment-based cumulative gain—0
Comprehensive Review on Semantic Information Retrieval and Ontology Engineering—0
Compression of Deep Learning Models for Text: A Survey—0
Computationally Efficient Labeling of Cancer Related Forum Posts by Non-Clinical Text Information Retrieval—0
Computational Technologies for Fashion Recommendation: A Survey—0
Computing Lexical Contrast—0
Concentric network symmetry grasps authors' styles in word adjacency networks—0
Concept-aware Geographic Information Retrieval—0
Concept Based vs. Pseudo Relevance Feedback Performance Evaluation for Information Retrieval System—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