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 4451–4475 of 4740 papers

TitleStatusHype
DLS@CU-CORE: A Simple Machine Learning Model of Semantic Textual Similarity—0
Translation Acquisition Using Synonym Sets—0
DAnIEL, parsimonious yet high-coverage multilingual epidemic surveillance (DAnIEL : Veille \'epid\'emiologique multilingue parcimonieuse) [in French]—0
Determining Compositionality of Word Expressions Using Word Space Models—0
Predicting the Compositionality of Multiword Expressions Using Translations in Multiple Languages—0
Automatic search session detection exploiting results similarity from an external document collection (D\'etection automatique des sessions de recherche par similarit\'e des r\'esultats provenant d'une collection de documents externe) [in French]—0
An opinion about opinions about opinions: subjectivity and the aggregate reader—0
IIRG: A Naive Approach to Evaluating Phrasal Semantics—0
Representing Topics Using Images—0
Measuring Term Informativeness in Context—0
UMBC\_EBIQUITY-CORE: Semantic Textual Similarity Systems—0
UMCC\_DLSI-(EPS): Paraphrases Detection Based on Semantic Distance—0
UNAL: Discriminating between Literal and Figurative Phrasal Usage Using Distributional Statistics and POS tags—0
Information Retrieval and Natural Language Processing (Recherche d'Information et Traitement Automatique des Langues Naturelles) [in French]—0
Rule-Based Semantic Tagging. An Application Undergoing Dictionary Glosses—0
Question Answering Against Very-Large Text Collections—0
Duplicate Bug Report Detection With a Combination of Information Retrieval and Topic Modeling—0
Meaning-focused and Quantum-inspired Information Retrieval—0
Machine Learning, Clustering, and Polymorphy—0
An Architecture for Probabilistic Concept-Based Information Retrieval—0
Convex and Scalable Weakly Labeled SVMs—0
Evaluating Topic Coherence Using Distributional Semantics—0
Learning to Find Translations and Transliterations on the Web based on Conditional Random Fields—0
Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem—0
Learning to Rank for Expert Search in Digital Libraries of Academic Publications—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