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 2751–2775 of 4740 papers

TitleStatusHype
HeidelTime: Tuning English and Developing Spanish Resources for TempEval-3—0
HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs—0
Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval—0
Hierarchical classification of e-commerce related social media—0
Hierarchical Discriminative Classification for Text-Based Geolocation—0
Hierarchical Knowledge Graphs: A Novel Information Representation for Exploratory Search Tasks—0
Hierarchical Multi-Positive Contrastive Learning for Patent Image Retrieval—0
Hierarchical Re-ranker Retriever (HRR)—0
Hierarchical Topical Segmentation with Affinity Propagation—0
HiEve: A Corpus for Extracting Event Hierarchies from News Stories—0
High-quality Training Data Selection using Latent Topics for Graph-based Semi-supervised Learning—0
High-Rate Quantum Private Information Retrieval with Weakly Self-Dual Star Product Codes—0
High Recall, Small Data: The Challenges of Within-System Evaluation in a Live Legal Search System—0
High-Throughput and Language-Agnostic Entity Disambiguation and Linking on User Generated Data—0
Hindi-BEIR : A Large Scale Retrieval Benchmark in Hindi—0
HindiWSD: A package for word sense disambiguation in Hinglish & Hindi—0
Hippocratic Abbreviation Expansion—0
Historical Analysis of Legal Opinions with a Sparse Mixed-Effects Latent Variable Model—0
Historical Document Processing: Historical Document Processing: A Survey of Techniques, Tools, and Trends—0
HITSZ-ICRC: An Integration Approach for QA TempEval Challenge—0
Horizon Scans can be accelerated using novel information retrieval and artificial intelligence tools—0
Hot Topics and Schisms in NLP: Community and Trend Analysis with Saffron on ACL and LREC Proceedings—0
How are journals cited? characterizing journal citations by type of citation—0
How Context Affects Language Models' Factual Predictions—0
How Does Generative Retrieval Scale to Millions of Passages?—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