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 3276–3300 of 4740 papers

TitleStatusHype
MARK: Memory Augmented Refinement of Knowledge—0
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach—0
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval—0
MATERIALizing Cross-Language Information Retrieval: A Snapshot—0
MathAlign: Linking Formula Identifiers to their Contextual Natural Language Descriptions—0
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding—0
Mathematical Information Retrieval based on Type Embeddings and Query Expansion—0
Mathematical Information Retrieval: Search and Question Answering—0
MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs—0
Matrix Factorization-Based Clustering Of Image Features For Bandwidth-Constrained Information Retrieval—0
Matrix Factorization for Inferring Associations and Missing Links—0
Maximizing Use-Case Specificity through Precision Model Tuning—0
Maybe you are looking for CroQS: Cross-modal Query Suggestion for Text-to-Image Retrieval—0
MayoNLP at SemEval-2016 Task 1: Semantic Textual Similarity based on Lexical Semantic Net and Deep Learning Semantic Model—0
MCSFF: Multi-modal Consistency and Specificity Fusion Framework for Entity Alignment—0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction—0
MDL-CW: A Multimodal Deep Learning Framework With Cross Weights—0
Meaning-focused and Quantum-inspired Information Retrieval—0
Measuring Closure Properties of Patent Sublanguages—0
Measuring Conversational Productivity in Child Forensic Interviews—0
Measuring Distance Between Unordered Sets of Different Sizes—0
Measuring Diversity in Heterogeneous Information Networks—0
Measuring Innovation in Speech and Language Processing Publications.—0
Measuring Lexical Quality of a Historical Finnish Newspaper Collection ― Analysis of Garbled OCR Data with Basic Language Technology Tools and Means—0
Measuring publication relatedness using controlled vocabularies—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