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 676–700 of 4740 papers

TitleStatusHype
A Hybrid Approach using Ontology Similarity and Fuzzy Logic for Semantic Question Answering—0
A novel model for query expansion using pseudo-relevant web knowledge—0
A novel graph-based model for hybrid recommendations in cold-start scenarios—0
Acquisition, Representation and Usage of Conceptual Hierarchies—0
A Case Study on the Impact of Similarity Measure on Information Retrieval based Software Engineering Tasks—0
A Novel Audio Representation for Music Genre Identification in MIR—0
A Novel Architecture For Question Classification Based Indexing Scheme For Efficient Question Answering—0
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature—0
An opinion about opinions about opinions: subjectivity and the aggregate reader—0
A Hybrid Approach for Document Layout Analysis in Document images—0
Acquisition of Syntactic Simplification Rules for French—0
Neural IR Meets Graph Embedding: A Ranking Model for Product Search—0
Bilingual Termbank Creation via Log-Likelihood Comparison and Phrase-Based Statistical Machine Translation—0
An Open-source Framework for Multi-level Semantic Similarity Measurement—0
A Hybrid Approach for Automatic Extraction of Bilingual Multiword Expressions from Parallel Corpora—0
A cascade approach for complex-type classification—0
Twitter Big Data as a Resource for Exoskeleton Research: A Large-Scale Dataset of about 140,000 Tweets and 100 Research Questions—0
Query Obfuscation Semantic Decomposition—0
Acoustic Scene Classification Using Bilinear Pooling on Time-liked and Frequency-liked Convolution Neural Network—0
Bilingual Lexicon Extraction via Pivot Language and Word Alignment Tool—0
A Noise-Filtering Approach for Cancer Drug Sensitivity Prediction—0
A hierarchical taxonomy for classifying hardness of inference tasks—0
Annotation Techniques for Judo Combat Phase Classification from Tournament Footage—0
Annotation of Computer Science Papers for Semantic Relation Extrac-tion—0
A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers—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