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 1951–1975 of 4740 papers

TitleStatusHype
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction—0
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information RetrievalCode0
Scientific and Technological Information Oriented Semantics-adversarial and Media-adversarial Cross-media Retrieval—0
UlyssesNER-Br: A Corpus of Brazilian Legislative Documents for Named Entity Recognition—0
Towards Semantic Search for Community Question Answering for Mortgage Officers—0
Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns—0
Information retrieval for label noise document ranking by bag sampling and group-wise loss—0
An Adaptive Hybrid Active Learning Strategy with Free Ratings in Collaborative Filtering—0
Semantic Norm Recognition and its application to Portuguese Law—0
Table Structure Recognition with Conditional Attention—0
OCR quality affects perceived usefulness of historical newspaper clippings -- a user study—0
Do Perceived Gender Biases in Retrieval Results Affect Relevance Judgements?—0
LILE: Look In-Depth before Looking Elsewhere -- A Dual Attention Network using Transformers for Cross-Modal Information Retrieval in Histopathology Archives—0
Stable and Semi-stable Sampling Approaches for Continuously Used Samples—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
Distilled Neural Networks for Efficient Learning to RankCode0
Case law retrieval: problems, methods, challenges and evaluations in the last 20 years—0
Exploiting Data Sparsity in Secure Cross-Platform Social Recommendation—0
DS4DH at TREC Health Misinformation 2021: Multi-Dimensional Ranking Models with Transfer Learning and Rank Fusion—0
vue4logs -- Automatic Structuring of Heterogeneous Computer System Logs—0
Web-Based File Clustering and Indexing for Mindoro State University—0
Semi-Supervised Convolutive NMF for Automatic Piano TranscriptionCode0
A Multi-task Learning Framework for Product Ranking with BERT—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