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 1351–1375 of 4740 papers

TitleStatusHype
Designing Interfaces for Multimodal Vector Search Applications—0
Design Theory to improve health evidence retrieval—0
Automatic Question Answering for Medical MCQs: Can It go Further than Information Retrieval?—0
D\'etecter la non-adh\'erence m\'edicamenteuse dans les forums de discussion avec les m\'ethodes de recherche d'information (Detect drug non-compliance in Internet fora using Information Retrieval methods )—0
Detecting Code-Switching between Turkish-English Language Pair—0
Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge—0
Detecting mentions of pain and acute confusion in Finnish clinical text—0
Automatic Recall of Software Lessons Learned for Software Project Managers—0
Attribute based Chinese Named Entity Recognition and Disambiguation—0
Detecting Stance in Tweets And Analyzing its Interaction with Sentiment—0
Detecting Trending Terms in Cybersecurity Forum Discussions—0
Detection and Annotation of Events in Kannada—0
A Survey on Practical Applications of Multi-Armed and Contextual Bandits—0
D\'etection de mots-cl\'es par approches au grain caract\`ere et au grain mot (Keywords extraction by repeated string analysis) [in French]—0
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process—0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval—0
Crowdsourcing-based Annotation of the Accounting Registers of the Italian Comedy—0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines—0
Determining Compositionality of Word Expressions Using Word Space Models—0
Determining is-a relationships for Textual Entailment—0
Determining the most frequent senses using Russian linguistic ontology RuThes—0
Deterministic Word Segmentation Using Maximum Matching with Fully Lexicalized Rules—0
Developing a Dataset for Evaluating Approaches for Document Expansion with Images—0
Developing an efficient corpus using Ensemble Data cleaning approach—0
Cross-topic Argument Mining from Heterogeneous Sources—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