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 1801–1825 of 4740 papers

TitleStatusHype
OCR quality affects perceived usefulness of historical newspaper clippings -- a user study—0
Do Perceived Gender Biases in Retrieval Results Affect Relevance Judgements?—0
Stable and Semi-stable Sampling Approaches for Continuously Used Samples—0
LILE: Look In-Depth before Looking Elsewhere -- A Dual Attention Network using Transformers for Cross-Modal Information Retrieval in Histopathology Archives—0
DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index—0
The Linear Capacity of Single-Server Individually-Private Information Retrieval with Side Information—0
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable ConvergenceCode0
TARexp: A Python Framework for Technology-Assisted Review ExperimentsCode1
Distilled Neural Networks for Efficient Learning to RankCode0
SGPT: GPT Sentence Embeddings for Semantic SearchCode2
Case law retrieval: problems, methods, challenges and evaluations in the last 20 years—0
Exploiting Data Sparsity in Secure Cross-Platform Social Recommendation—0
Transformer Memory as a Differentiable Search IndexCode1
vue4logs -- Automatic Structuring of Heterogeneous Computer System Logs—0
DS4DH at TREC Health Misinformation 2021: Multi-Dimensional Ranking Models with Transfer Learning and Rank Fusion—0
Web-Based File Clustering and Indexing for Mindoro State University—0
A multi-task semi-supervised framework for Text2Graph & Graph2TextCode1
Semi-Supervised Convolutive NMF for Automatic Piano TranscriptionCode0
InPars: Data Augmentation for Information Retrieval using Large Language ModelsCode2
A Multi-task Learning Framework for Product Ranking with BERT—0
DeepSSN: a deep convolutional neural network to assess spatial scene similarityCode0
Classification on Sentence Embeddings for Legal Assistance—0
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the OceanCode0
Supervised Contrastive Learning for Product MatchingCode1
TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic MusicCode1
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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