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 4326–4350 of 4740 papers

TitleStatusHype
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings—0
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics—0
COIN: Co-Cluster Infomax for Bipartite Graphs—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
Collective Search for Concept Disambiguation—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
Combining Objective and Subjective Perspectives for Political News Understanding—0
Combining Statistical Translation Techniques for Cross-Language Information Retrieval—0
Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora—0
Combining syntactic patterns and Wikipedia's hierarchy of hyperlinks to extract meronym relations—0
Commentary on Quantum-Inspired Information Retrieval—0
Community Detection on Evolving Graphs—0
Comparative Analysis of Melodia and Time-Domain Adaptive Filtering based Model for Melody Extraction from Polyphonic Music—0
Comparative Analysis of Neural QA models on SQuAD—0
Comparative Analysis of Portuguese Named Entities Recognition Tools—0
Comparative Analysis of Retrieval Systems in the Real World—0
Comparative analysis of various web crawler algorithms—0
Comparative study of Authorship Identification Techniques for Cyber Forensics Analysis—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