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 2226–2250 of 4740 papers

TitleStatusHype
An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge—0
A Framework for Public Health Surveillance—0
Detecting mentions of pain and acute confusion in Finnish clinical text—0
Automatic Recall of Software Lessons Learned for Software Project Managers—0
Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge—0
Detecting Code-Switching between Turkish-English Language Pair—0
Automatic Question Generation using Relative Pronouns and Adverbs—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
Automatic Question Answering for Medical MCQs: Can It go Further than Information Retrieval?—0
Design Theory to improve health evidence retrieval—0
Designing Interfaces for Multimodal Vector Search Applications—0
Automatic Query Optimization for Retrieving Traffic Tweets—0
A Finite-State Morphological Analyser for Sindhi—0
Designing and Evaluating a Reliable Corpus of Web Genres via Crowd-Sourcing—0
Designing a Generic Scheme for Etymological Annotation: a New Type of Language Corpora Annotation—0
Automatic Propbank Generation for Turkish—0
Description Logics based Formalization of Wh-Queries—0
Derivational Smoothing for Syntactic Distributional Semantics—0
Automatic Ontology Learning from Domain-Specific Short Unstructured Text Data—0
An Empirical Study of the Occurrence and Co-Occurrence of Named Entities in Natural Language Corpora—0
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals—0
Automatic Noun Compound Interpretation using Deep Neural Networks and Word Embeddings—0
Dependency Parsing for Identifying Hungarian Light Verb Constructions—0
Dependencies: Formalising Semantic Catenae for Information Retrieval—0
Automatic Music Mood Classification of Hindi Songs—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