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 4251–4275 of 4740 papers

TitleStatusHype
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain—0
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care—0
Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation—0
Can MusicGen Create Training Data for MIR Tasks?—0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation—0
Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations—0
Care Episode Retrieval—0
Careful Selection of Knowledge to solve Open Book Question Answering—0
Case law retrieval: problems, methods, challenges and evaluations in the last 20 years—0
CAS: French Corpus with Clinical Cases—0
Categorization of Turkish News Documents with Morphological Analysis—0
Catena Operations for Unified Dependency Analysis—0
Causal Estimation of Position Bias in Recommender Systems Using Marketplace Instruments—0
CB-cPIR: Code-Based Computational Private Information Retrieval—0
CBIDR: A novel method for information retrieval combining image and data by means of TOPSIS applied to medical diagnosis—0
CCMusic: An Open and Diverse Database for Chinese Music Information Retrieval Research—0
CCSK:Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models—0
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search—0
C-DLSI: An Extended LSI Tailored for Federated Text Retrieval—0
cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus—0
Centering Similarity Measures to Reduce Hubs—0
CFILT-CORE: Semantic Textual Similarity using Universal Networking Language—0
CFO: A Framework for Building Production NLP Systems—0
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs—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