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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2001–2025 of 4740 papers

TitleStatusHype
GP-GPT: Large Language Model for Gene-Phenotype Mapping—0
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models—0
A Domain Generalization Perspective on Listwise Context Modeling—0
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction—0
GrabQC: Graph based Query Contextualization for automated ICD coding—0
Gradient Augmented Information Retrieval with Autoencoders and Semantic Hashing—0
Analysis of Footnote Chasing and Citation Searching in an Academic Search Engine—0
A Comparison of Audio Preprocessing Techniques and Deep Learning Algorithms for Raga Recognition—0
Crime event localization and deduplication—0
Granite Embedding Models—0
A tool for enhanced search of multilingual digital libraries of e-journals—0
Graph-based alignment of narratives for automated neurological assessment—0
Hippocratic Abbreviation Expansion—0
Graph-based Approximate NN Search: A Revisit—0
Historical Analysis of Legal Opinions with a Sparse Mixed-Effects Latent Variable Model—0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities—0
Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge—0
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging—0
Graph-Based Word Alignment for Clinical Language Evaluation—0
CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation—0
Graphing else matters: exploiting aspect opinions and ratings in explainable graph-based recommendations—0
Graph Ranking for Collective Named Entity Disambiguation—0
Graph Regularized Nonnegative Matrix Factorization for Data Representation—0
GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement—0
CREDENCE: Counterfactual Explanations for Document Ranking—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