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 2401–2425 of 4740 papers

TitleStatusHype
On the Replicability of Combining Word Embeddings and Retrieval Models—0
On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective—0
On the Role of Activation Functions in EEG-To-Text Decoder—0
Vertex Nomination in Richly Attributed Networks—0
On the selection of the correct number of terms for profile construction: theoretical and empirical analysis—0
Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation—0
On the Vietnamese Name Entity Recognition: A Deep Learning Method Approach—0
On TimeML-Compliant Temporal Expression Extraction in Turkish—0
OntoLearn Reloaded: A Graph-Based Algorithm for Taxonomy Induction—0
Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models—0
Ontology-based Adaptive e-Textbook Platform for Student and Machine Co-Learning—0
Ontology-Based Categorization of Bacteria and Habitat Entities using Information Retrieval Techniques—0
Ontology Based Pivoted normalization using Vector Based Approach for information Retrieval—0
Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search—0
OntoSeg: a Novel Approach to Text Segmentation using Ontological Similarity—0
OntoSOC: Sociocultural Knowledge Ontology—0
Ontoterminology: How to unify terminology and ontology into a single paradigm—0
On Using Non-Volatile Memory in Apache Lucene—0
Open-Domain Question Answering with Pre-Constructed Question Spaces—0
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning—0
OpenSiteRec: An Open Dataset for Site Recommendation—0
OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis—0
Operational Assessment of Keyword Search on Oral History—0
OPI at SemEval 2023 Task 1: Image-Text Embeddings and Multimodal Information Retrieval for Visual Word Sense Disambiguation—0
Opinion Mining and Topic Categorization with Novel Term Weighting—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