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 3901–3925 of 4740 papers

TitleStatusHype
AMRITA\_CEN@SemEval-2015: Paraphrase Detection for Twitter using Unsupervised Feature Learning with Recursive Autoencoders—0
MITRE: Seven Systems for Semantic Similarity in Tweets—0
Twitter Paraphrase Identification with Simple Overlap Features and SVMs—0
MiniExperts: An SVM Approach for Measuring Semantic Textual Similarity—0
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay—0
Non-Orthogonal Explicit Semantic Analysis—0
An Open-source Framework for Multi-level Semantic Similarity Measurement—0
Brahmi-Net: A transliteration and script conversion system for languages of the Indian subcontinent—0
SemEval-2015 Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)—0
Narrowing the Loop: Integration of Resources and Linguistic Dataset Development with Interactive Machine Learning—0
Learning Structures of Negations from Flat Annotations—0
FBK-HLT: An Effective System for Paraphrase Identification and Semantic Similarity in Twitter—0
Question Answering System using Multiple Information Source and Open Type Answer Merge—0
Learning to predict script events from domain-specific text—0
A Critical Review of Recurrent Neural Networks for Sequence LearningCode0
A survey of SMS based Information Systems—0
OntoSOC: Sociocultural Knowledge Ontology—0
Integrating a Large, Monolingual Corpus as Translation Memory into Statistical Machine Translation—0
Topic Models: Accounting Component Structure of Bigrams—0
Determining the most frequent senses using Russian linguistic ontology RuThes—0
Adapting word2vec to Named Entity Recognition—0
Supersense tagging for Danish—0
Deep Learning and Continuous Representations for Natural Language Processing—0
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms—0
Social Media Predictive Analytics—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