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 2126–2150 of 4740 papers

TitleStatusHype
An Intelligent Recommendation-cum-Reminder System—0
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
DistillPose: Lightweight Camera Localization Using Auxiliary Learning—0
Distilling Transformers for Neural Cross-Domain Search—0
Towards a Better Understanding Human Reading Comprehension with Brain SignalsCode0
Situation-Based Multiparticipant Chat Summarization: a Concept, an Exploration-Annotation Tool and an Example Collection—0
Dynamic Facet Selection by Maximizing Graded RelevanceCode0
Bag-of-Words Baselines for Semantic Code Search—0
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering—0
Automated Generation of Storytelling Vocabulary from Photographs for use in AAC—0
Textual Representations for Crosslingual Information Retrieval—0
Private Retrieval, Computing and Learning: Recent Progress and Future Challenges—0
Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search—0
The Cross-Lingual Arabic Information REtrieval (CLAIRE) System—0
ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss—0
Domain-matched Pre-training Tasks for Dense Retrieval—0
Medical Literature Mining and Retrieval in a Conversational Setting—0
COfEE: A Comprehensive Ontology for Event Extraction from text—0
Linked Data Triples Enhance Document Relevance ClassificationCode0
Residual Attention Based Network for Automatic Classification of Phonation Modes—0
The Benchmark Lottery—0
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking—0
Graphing else matters: exploiting aspect opinions and ratings in explainable graph-based recommendations—0
Rating and aspect-based opinion graph embeddings for explainable recommendations—0
A Search Engine for Scientific Publications: a Cybersecurity Case Study—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