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 1201–1225 of 4740 papers

TitleStatusHype
Collaborative Summarization of Topic-Related Videos—0
CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish—0
A Semantic Matching Energy Function for Learning with Multi-relational Data—0
A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set—0
A dataset and baselines for sequential open-domain question answering—0
A Collection of Scholarly Book Reviews from the Platforms of electronic sources in Humanities and Social Sciences OpenEdition.org—0
A Semantic Enhanced Model for effective Spatial Information Retrieval—0
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles—0
COIN: Co-Cluster Infomax for Bipartite Graphs—0
A Search Engine for Scientific Publications: a Cybersecurity Case Study—0
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics—0
AR Visualization System for Ship Detection and Recognition Based on AI—0
AlvisAE: a collaborative Web text annotation editor for knowledge acquisition—0
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings—0
A Rule Based Lightweight Bengali Stemmer—0
COfEE: A Comprehensive Ontology for Event Extraction from text—0
Co-Embedding: Discovering Communities on Bipartite Graphs through Projection—0
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP)—0
ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval—0
Coding for Random Projections—0
Artifact Sharing for Information Retrieval Research—0
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation—0
Integrating Contextual Knowledge to Visual Features for Fine Art Classification—0
A logical representation of Arabic questions toward automatic passage extraction from the Web—0
A data-driven strategy to combine word embeddings in information retrieval—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