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 3076–3100 of 4740 papers

TitleStatusHype
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset—0
Legal Document Retrieval using Document Vector Embeddings and Deep Learning—0
Deep Watershed Detector for Music Object Recognition—0
An experimental comparison of label selection methods for hierarchical document clusters—0
A logical representation of Arabic questions toward automatic passage extraction from the Web—0
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media SearchCode0
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information RetrievalCode0
Exploring the context of visual information seeking—0
CLINIQA: A Machine Intelligence Based Clinical Question Answering System—0
Semantic Cluster Unary Loss for Efficient Deep HashingCode0
NASH: Toward End-to-End Neural Architecture for Generative Semantic HashingCode0
Cross-lingual Document Retrieval using Regularized Wasserstein DistanceCode0
TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation—0
WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval—0
Unsupervised learning for concept detection in medical images: a comparative analysis—0
SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining—0
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data OnlyCode0
DEFT2018 : recherche d'information et analyse de sentiments dans des tweets concernant les transports en \^Ile de France (DEFT2018 : Information Retrieval and Sentiment Analysis in Tweets about Public Transportation in \^Ile de France Region )—0
SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages—0
Semantic Equivalence Detection: Are Interrogatives Harder than Declaratives?—0
Profiling Medical Journal Articles Using a Gene Ontology Semantic TaggerCode0
Pronunciation Dictionaries for the Alsatian Dialects to Analyze Spelling and Phonetic Variation—0
Scalable Visualisation of Sentiment and Stance—0
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging—0
MMQA: A Multi-domain Multi-lingual Question-Answering Framework for English and Hindi—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