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 3676–3700 of 4740 papers

TitleStatusHype
Adversarial contamination of networks in the setting of vertex nomination: a new trimming method—0
Adversarial Learning for Improved Onsets and Frames Music Transcription—0
Adversarial Prediction Games for Multivariate Losses—0
Adversarial Sampling and Training for Semi-Supervised Information Retrieval—0
Adversary Resistant Deep Neural Networks with an Application to Malware Detection—0
Advice from the Oracle: Really Intelligent Information Retrieval—0
A Fast Deep Learning Model for Textual Relevance in Biomedical Information Retrieval—0
A Fast Randomized Algorithm for Finding the Maximal Common Subsequences—0
A Feature Analysis for Multimodal News Retrieval—0
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques—0
Affect Enriched Word Embeddings for News Information Retrieval—0
Affective Common Sense Knowledge Acquisition for Sentiment Analysis—0
Affective Music Information Retrieval—0
A Finite-State Morphological Analyser for Sindhi—0
A Framework for Public Health Surveillance—0
A Framework for the Classification and Annotation of Multiword Expressions in Dialectal Arabic—0
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets—0
A Free Format Legal Question Answering System—0
A French Corpus for Semantic Similarity—0
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks—0
After Dialog Went Pervasive: Separating Dialog Behavior Modeling and Task Modeling—0
A Game with a Purpose for Automatic Detection of Children's Speech Disabilities using Limited Speech Resources—0
A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics—0
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge—0
A Generalized Vector Space Model for Ontology-Based Information Retrieval—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