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 2626–2650 of 4740 papers

TitleStatusHype
Quran Intelligent Ontology Construction Approach Using Association Rules Mining—0
QurSim: A corpus for evaluation of relatedness in short texts—0
Qwant Research @DEFT 2019 : appariement de documents et extraction d'informations \`a partir de cas cliniques (Document matching and information retrieval using clinical cases)—0
Qwant Research @DEFT 2019: Document matching and information retrieval using clinical cases—0
R2GQA: Retriever-Reader-Generator Question Answering System to Support Students Understanding Legal Regulations in Higher Education—0
R^3AG: First Workshop on Refined and Reliable Retrieval Augmented Generation—0
R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models—0
Radial Line Fourier Descriptor for Historical Handwritten Text Representation—0
RALI System Description for CL-SciSumm 2016 Shared Task—0
Random Walks for Knowledge-Based Word Sense Disambiguation—0
Range Retrieval with Graph-Based Indices—0
Rank4Class: A Ranking Formulation for Multiclass Classification—0
Rank4Class: Examining Multiclass Classification through the Lens of Learning to Rank—0
Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions—0
RankDCG: Rank-Ordering Evaluation Measure—0
Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation—0
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models—0
Ranking in Genealogy: Search Results Fusion at Ancestry—0
Ranking relations using analogies in biological and information networks—0
Ranking & Reweighting Improves Group Distributional Robustness—0
Ranking to Learn and Learning to Rank: On the Role of Ranking in Pattern Recognition Applications—0
Ranking via Sinkhorn Propagation—0
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank—0
Rating and aspect-based opinion graph embeddings for explainable recommendations—0
RDI\_Team at SemEval-2016 Task 3: RDI Unsupervised Framework for Text Ranking—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