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 1176–1200 of 4740 papers

TitleStatusHype
A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named EntitiesCode0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
A Toolkit for Efficient Learning of Lexical Units for Speech RecognitionCode0
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response RankingCode0
Deep Learning-Based Automatic Downbeat Tracking: A Brief ReviewCode0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track CharacteristicsCode0
Combining Statistical Translation Techniques for Cross-Language Information Retrieval—0
Combining Objective and Subjective Perspectives for Political News Understanding—0
Combining dependency information and generalization in a pattern-based approach to the classification of lexical-semantic relation instances—0
A Shallow High-Order Parametric Approach to Data Visualization and Compression—0
Combining Compositionality and Pagerank for the Identification of Semantic Relations between Biomedical Words—0
Combining, Adapting and Reusing Bi-texts between Related Languages: Application to Statistical Machine Translation (invited talk)—0
A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing—0
A Dataset for Inter-Sentence Relation Extraction using Distant Supervision—0
Collective Search for Concept Disambiguation—0
A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism—0
Collective Named Entity Disambiguation using Graph Ranking and Clique Partitioning Approaches—0
Collective Matrix Factorization Hashing for Multimodal Data—0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition—0
A Machine Learning Framework for Authorship Identification From Texts—0
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence—0
CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation—0
A Semi-supervised Approach for Natural Language Call Routing—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