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 1001–1025 of 4740 papers

TitleStatusHype
A Computationally Efficient Algorithm for Learning Topical Collocation Models—0
COIN: Co-Cluster Infomax for Bipartite Graphs—0
Construction of a Syntactic Analysis Map for Yi Shui School through Text Mining and Natural Language Processing Research—0
Construction of Semantic Collocation Bank Based on Semantic Dependency Parsing—0
A new approach for query expansion using Wikipedia and WordNet—0
BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale—0
CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish—0
Collaborative Summarization of Topic-Related Videos—0
CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation—0
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence—0
Collective Matrix Factorization Hashing for Multimodal Data—0
Collective Named Entity Disambiguation using Graph Ranking and Clique Partitioning Approaches—0
A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism—0
Collective Search for Concept Disambiguation—0
A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing—0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning—0
Combining, Adapting and Reusing Bi-texts between Related Languages: Application to Statistical Machine Translation (invited talk)—0
Combining Compositionality and Pagerank for the Identification of Semantic Relations between Biomedical Words—0
Combining dependency information and generalization in a pattern-based approach to the classification of lexical-semantic relation instances—0
A Collection of Scholarly Book Reviews from the Platforms of electronic sources in Humanities and Social Sciences OpenEdition.org—0
Combining Objective and Subjective Perspectives for Political News Understanding—0
Combining Statistical Translation Techniques for Cross-Language Information Retrieval—0
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry—0
Batch Evaluation Metrics in Information Retrieval: Measures, Scales, and Meaning—0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents—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