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 4426–4450 of 4740 papers

TitleStatusHype
Automatic Identification of Bengali Noun-Noun Compounds Using Random Forest—0
SemEval-2013 Task 10: Cross-lingual Word Sense Disambiguation—0
SemEval-2013 Task 11: Word Sense Induction and Disambiguation within an End-User Application—0
LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features—0
Coarse to Fine Grained Sense Disambiguation in Wikipedia—0
UNITOR-CORE\_TYPED: Combining Text Similarity and Semantic Filters through SV Regression—0
Topic Segmentation with a Structured Topic Model—0
KnCe2013-CORE:Semantic Text Similarity by use of Knowledge Bases—0
SOFTCARDINALITY-CORE: Improving Text Overlap with Distributional Measures for Semantic Textual Similarity—0
UEM-UC3M: An Ontology-based named entity recognition system for biomedical texts.—0
Unsupervised CRF for knowledge discovery (D\'ecouverte de connaissances dans les s\'equences par CRF non-supervis\'es) [in French]—0
Semeval-2013 Task 8: Cross-lingual Textual Entailment for Content Synchronization—0
UniMelb\_NLP-CORE: Integrating predictions from multiple domains and feature sets for estimating semantic textual similarity—0
Keyphrase Extraction for N-best Reranking in Multi-Sentence CompressionCode0
CPN-CORE: A Text Semantic Similarity System Infused with Opinion Knowledge—0
Mining Partial Annotation Rules for Named Entity Recognition (Fouille de r\`egles d'annotation partielles pour la reconnaissance des entit\'es nomm\'ees) [in French]—0
SOFTCARDINALITY: Hierarchical Text Overlap for Student Response Analysis—0
INAOE\_UPV-CORE: Extracting Word Associations from Document Corpora to estimate Semantic Textual Similarity—0
Lexicons from Comparable Corpora for Multilingual Information Retrieval (Lexiques de corpus comparables et recherche d'information multilingue) [in French]—0
HeidelTime: Tuning English and Developing Spanish Resources for TempEval-3—0
CFILT-CORE: Semantic Textual Similarity using Universal Networking Language—0
A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set—0
Finding What Matters in Questions—0
Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints—0
ECNUCS: Measuring Short Text Semantic Equivalence Using Multiple Similarity Measurements—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