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 4326–4350 of 4740 papers

TitleStatusHype
Unsupervised Induction of Cross-Lingual Semantic Relations—0
Precise Information Retrieval Exploiting Predicate-Argument Structures—0
Who Had the Upper Hand? Ranking Participants of Interactions Based on Their Relative Power—0
Topical Key Concept Extraction from Folksonomy—0
Merging Word Senses—0
Microblog Entity Linking by Leveraging Extra Posts—0
Korean Word-Sense Disambiguation Using Parallel Corpus as Additional Resource—0
Mixing in Some Knowledge: Enriched Context Patterns for Bayesian Word Sense Induction—0
Evaluation of baseline information retrieval for Polish open-domain Question Answering system—0
Edit Distance: A New Data Selection Criterion for Domain Adaptation in SMT—0
A Combined Pattern-based and Distributional Approach for Automatic Hypernym Detection in Dutch.—0
Cross-Lingual Information Retrieval and Semantic Interoperability for Cultural Heritage Repositories—0
Using Parallel Corpora for Word Sense Disambiguation—0
Answering Questions from Multiple Documents -- the Role of Multi-Document Summarization—0
Exploring the inference role in automatic information extraction from texts—0
Automatic Evaluation of Summary Using Textual Entailment—0
Context Independent Term Mapper for European LanguagesCode0
The Mysterious Letter J—0
Multi-Document Summarization using Automatic Key-Phrase Extraction—0
Towards the automatic classification of complex-type nominals—0
Rule-based Named Entity Extraction For Ontology Population—0
Using a Weighted Semantic Network for Lexical Semantic Relatedness—0
Towards a Hybrid Rule-based and Statistical Arabic-French Machine Translation System—0
Language diversity and implications for Language technology in the Multilingual Europe—0
Measuring Closure Properties of Patent Sublanguages—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