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 3401–3425 of 4740 papers

TitleStatusHype
Multi-Class Quantum Convolutional Neural Networks—0
Multi-Document Summarization using Automatic Key-Phrase Extraction—0
Multi-document Summarization Using Bipartite Graphs—0
Multi-Faceted Question Complexity Estimation Targeting Topic Domain-Specificity—0
Multi-hop Question Answering over Knowledge Graphs using Large Language Models—0
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity—0
Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT—0
Multi-Label Learning to Rank through Multi-Objective Optimization—0
Multilabel reductions: what is my loss optimising?—0
Neural Approaches to Multilingual Information Retrieval—0
Multilingual Evaluation of Semantic Textual Relatedness—0
Multilingual lexical resources to detect cognates in non-aligned texts—0
Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access—0
Multilingual Multi-Document Summarization with POLY2—0
Multilingual Open QA on the MIA Shared Task—0
Multilingual Representation Distillation with Contrastive Learning—0
Multi-Lingual Sentiment Analysis of Social Data Based on Emotion-Bearing Patterns—0
Multilingual Summarization with Polytope Model—0
Multilingual Test Sets for Machine Translation of Search Queries for Cross-Lingual Information Retrieval in the Medical Domain—0
Multimodal Comparable Corpora as Resources for Extracting Parallel Data: Parallel Phrases Extraction—0
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval—0
Multimodal dialogue segmentation with gesture post-processing—0
Multimodal Entity Tagging with Multimodal Knowledge Base—0
Multimodal Information Retrieval for Open World with Edit Distance Weak Supervision—0
Multimodal Learning with Deep Boltzmann Machines—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