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 4551–4575 of 4740 papers

TitleStatusHype
Measuring Semantic Relatedness using Multilingual Representations—0
Word Sense Disambiguation Improves Information Retrieval—0
TakeLab: Systems for Measuring Semantic Text Similarity—0
Movie-DiC: a Movie Dialogue Corpus for Research and Development—0
Cross-Domain Co-Extraction of Sentiment and Topic Lexicons—0
An Unsupervised Ranking Model for Noun-Noun Compositionality—0
Qualitative Modeling of Spatial Prepositions and Motion Expressions—0
Learning to Find Translations and Transliterations on the Web—0
State-of-the-Art Kernels for Natural Language Processing—0
SAGAN: A Machine Translation Approach for Cross-Lingual Textual Entailment—0
UNT: A Supervised Synergistic Approach to Semantic Text Similarity—0
Pattern Learning for Relation Extraction with a Hierarchical Topic Model—0
English-Korean Named Entity Transliteration Using Substring Alignment and Re-ranking Methods—0
Identifying Untyped Relation Mentions in a Corpus given an Ontology—0
Report of NEWS 2012 Machine Transliteration Shared Task—0
Search Result Diversification Methods to Assist Lexicographers—0
Historical Analysis of Legal Opinions with a Sparse Mixed-Effects Latent Variable Model—0
Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information—0
FCC: Three Approaches for Semantic Textual Similarity—0
SemEval-2012 Task 5: Chinese Semantic Dependency Parsing—0
Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars—0
Learning to Temporally Order Medical Events in Clinical Text—0
Text-level Discourse Parsing with Rich Linguistic Features—0
The Study of Effect of Length in Morphological Segmentation of Agglutinative Languages—0
A Broad Evaluation of Techniques for Automatic Acquisition of Multiword Expressions—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