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 4101–4125 of 4740 papers

TitleStatusHype
Exploring the neighbor graph to improve distributional thesauri (Explorer le graphe de voisinage pour am\'eliorer les th\'esaurus distributionnels) [in French]—0
Distinctions in the Formulation of Information Needs in Natural Language; Construction of a Task-Based User Profile Database (Expressions diff\'erenci\'ees des besoins informationnels en Langue Naturelle : construction de profils utilisateurs en fonction des t\^aches de recherche d'informations) [in French]—0
A survey on phrase structure learning methods for text classification—0
Modelling, Visualising and Summarising Documents with a Single Convolutional Neural Network—0
A Semantic Enhanced Model for effective Spatial Information Retrieval—0
Machine learning approach for text and document mining—0
Findings of the 2014 Workshop on Statistical Machine Translation—0
Postech's System Description for Medical Text Translation Task—0
Learning to Re-rank for Interactive Problem Resolution and Query Refinement—0
Machine Translation of Medical Texts in the Khresmoi Project—0
Opinion Mining and Topic Categorization with Novel Term Weighting—0
Manawi: Using Multi-Word Expressions and Named Entities to Improve Machine Translation—0
Back up your Stance: Recognizing Arguments in Online Discussions—0
Exploiting Morphological, Grammatical, and Semantic Correlates for Improved Text Difficulty Assessment—0
Towards Creation of a Corpus for Argumentation Mining the Biomedical Genetics Research Literature—0
Fact Checking: Task definition and dataset construction—0
Looking for Hyponyms in Vector Space—0
Automatic Detection of Multilingual Dictionaries on the Web—0
Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval—0
Automatic Detection of Cognates Using Orthographic Alignment—0
Learning New Semi-Supervised Deep Auto-encoder Features for Statistical Machine Translation—0
Character-Level Chinese Dependency Parsing—0
Low-Resource Semantic Role Labeling—0
Robust Domain Adaptation for Relation Extraction via Clustering Consistency—0
Automatic Keyphrase Extraction: A Survey of the State of the Art—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