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 4676–4700 of 4740 papers

TitleStatusHype
A Survey of Text Mining Architectures and the UIMA Standard—0
QurAna: Corpus of the Quran annotated with Pronominal Anaphora—0
QurSim: A corpus for evaluation of relatedness in short texts—0
Lemmatising Serbian as Category Tagging with Bidirectional Sequence Classification—0
EVALIEX --- A Proposal for an Extended Evaluation Methodology for Information Extraction Systems—0
TIMEN: An Open Temporal Expression Normalisation ResourceCode0
Biomedical Chinese-English CLIR Using an Extended CMeSH Resource to Expand Queries—0
A tool for enhanced search of multilingual digital libraries of e-journals—0
Chinese Characters Mapping Table of Japanese, Traditional Chinese and Simplified Chinese—0
Rembrandt - a named-entity recognition framework—0
Evolution of Event Designation in Media: Preliminary Study—0
Similarity Ranking as Attribute for Machine Learning Approach to Authorship Identification—0
HunOr: A Hungarian---Russian Parallel Corpus—0
Expertise Mining for Enterprise Content Management—0
Mapping WordNet synsets to Wikipedia articles—0
Introducing the Swedish Kelly-list, a new lexical e-resource for Swedish—0
Building and Exploring Semantic Equivalences Resources—0
Adding Morpho-semantic Relations to the Romanian Wordnet—0
P\'agico: Evaluating Wikipedia-based information retrieval in Portuguese—0
Ontoterminology: How to unify terminology and ontology into a single paradigm—0
A Rough Set Formalization of Quantitative Evaluation with Ambiguity—0
Dbnary: Wiktionary as a LMF based Multilingual RDF network—0
Linguistically-Adapted Structural Query Annotation for Digital Libraries in the Social Sciences—0
Methods Combination and ML-based Re-ranking of Multiple Hypothesis for Question-Answering Systems—0
The Role of Emotional Stability in Twitter Conversations—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