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 4026–4050 of 4740 papers

TitleStatusHype
Search Still Matters: Information Retrieval in the Era of Generative AI—0
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty—0
SEC-QA: A Systematic Evaluation Corpus for Financial QA—0
Seed-based information retrieval in networks of research publications: Evaluation of direct citations, bibliographic coupling, co-citations and PubMed related article score—0
SegCV : Eficient parsing of r\'esum\'es with analysis and correction of errors (SegCV : traitement efficace de CV avec analyse et correction d'erreurs) [in French]—0
Segmentation evaluation metrics, a comparison grounded on prosodic and discourse units—0
Segmentation for Domain Adaptation in Arabic—0
Segmenting Subtitles for Correcting ASR Segmentation Errors—0
SEINE: SEgment-based Indexing for NEural information retrieval—0
Sejarah dan Perkembangan Teknik Natural Language Processing (NLP) Bahasa Indonesia: Tinjauan tentang sejarah, perkembangan teknologi, dan aplikasi NLP dalam bahasa Indonesia—0
Selecting the suitable resampling strategy for imbalanced data classification regarding dataset properties—0
Selecting which Dense Retriever to use for Zero-Shot Search—0
Selective Query Processing: a Risk-Sensitive Selection of System Configurations—0
Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking—0
Large Language Models are In-context Teachers for Knowledge Reasoning—0
Self-supervised Auxiliary Loss for Metric Learning in Music Similarity-based Retrieval and Auto-tagging—0
Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions Identification—0
Semantic Annotation and Querying Framework based on Semi-structured Ayurvedic Text—0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question AnsweringCode0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural NetworksCode0
Cross-lingual Document Retrieval using Regularized Wasserstein DistanceCode0
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text MiningCode0
Automatic Context Pattern Generation for Entity Set ExpansionCode0
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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