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
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
Study of the impact of proper name transliteration on the performance of word alignment in French-Arabic parallel corpora (Etude de l'impact de la translitt\'eration de noms propres sur la qualit\'e de l'alignement de mots \`a partir de corpus parall\`eles fran -arabe) [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
Learning to Re-rank for Interactive Problem Resolution and Query Refinement—0
Semantics for Large-Scale Multimedia: New Challenges for NLP—0
Back up your Stance: Recognizing Arguments in Online Discussions—0
Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries—0
Automatic Keyphrase Extraction: A Survey of the State of the Art—0
Automatic Detection of Multilingual Dictionaries on the Web—0
Automatic Detection of Cognates Using Orthographic Alignment—0
Exploiting Morphological, Grammatical, and Semantic Correlates for Improved Text Difficulty Assessment—0
Robust Domain Adaptation for Relation Extraction via Clustering Consistency—0
A Survey of Arabic Named Entity Recognition and Classification—0
Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding—0
Online Learning in Tensor Space—0
Fact Checking: Task definition and dataset construction—0
Character-Level Chinese Dependency Parsing—0
Measuring Distance Between Unordered Sets of Different Sizes—0
Manawi: Using Multi-Word Expressions and Named Entities to Improve Machine Translation—0
Machine Translation of Medical Texts in the Khresmoi Project—0
Findings of the 2014 Workshop on Statistical Machine Translation—0
DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments—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