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 4076–4100 of 4740 papers

TitleStatusHype
Bilingual Termbank Creation via Log-Likelihood Comparison and Phrase-Based Statistical Machine Translation—0
Exploring the use of word embeddings and random walks on Wikipedia for the CogAlex shared task—0
A Two-Stage Approach for Computing Associative Responses to a Set of Stimulus Words—0
Statistical models for text normalization and machine translation—0
TeamZ: Measuring Semantic Textual Similarity for Spanish Using an Overlap-Based Approach—0
SimCompass: Using Deep Learning Word Embeddings to Assess Cross-level Similarity—0
UoW: NLP techniques developed at the University of Wolverhampton for Semantic Similarity and Textual EntailmentCode0
TCDSCSS: Dimensionality Reduction to Evaluate Texts of Varying Lengths - an IR Approach—0
BUAP: Evaluating Features for Multilingual and Cross-Level Semantic Textual Similarity—0
ThinkMiners: Disorder Recognition using Conditional Random Fields and Distributional Semantics—0
AI-KU: Using Co-Occurrence Modeling for Semantic Similarity—0
DLS@CU: Sentence Similarity from Word Alignment—0
SemEval-2014 Task 3: Cross-Level Semantic Similarity—0
Extracting Latent Attributes from Video Scenes Using Text as Background Knowledge—0
FBK-TR: Applying SVM with Multiple Linguistic Features for Cross-Level Semantic Similarity—0
UoW: Multi-task Learning Gaussian Process for Semantic Textual Similarity—0
Sense and Similarity: A Study of Sense-level Similarity Measures—0
Coooolll: A Deep Learning System for Twitter Sentiment Classification—0
Bielefeld SC: Orthonormal Topic Modelling for Grammar Induction—0
Exploring ESA to Improve Word Relatedness—0
SAIL-GRS: Grammar Induction for Spoken Dialogue Systems using CF-IRF Rule Similarity—0
Learning Rank Functionals: An Empirical Study—0
KNET: A General Framework for Learning Word Embedding using Morphological Knowledge—0
Optimizing Ranking Measures for Compact Binary Code Learning—0
Study of the impact of proper name transliteration on the performance of word alignment in French-Arabic parallel corpora (Etude de l'impact de la translitt\'eration de noms propres sur la qualit\'e de l'alignement de mots \`a partir de corpus parall\`eles fran -arabe) [in French]—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