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 4101–4125 of 4740 papers

TitleStatusHype
Hubness Reduction Improves Sentence-BERT Semantic SpacesCode0
A Cascade Model for Argument Mining in Japanese Political Discussions: the QA Lab-PoliInfo-3 Case StudyCode0
Resolving the Scope of Speculation and Negation using Transformer-Based ArchitecturesCode0
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment TasksCode0
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data IngestionCode0
Human Preferences as Dueling BanditsCode0
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information RetrievalCode0
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity DocumentsCode0
CREATE: Cohort Retrieval Enhanced by Analysis of Text from Electronic Health Records using OMOP Common Data ModelCode0
Authorship verification in the absence of explicit features and thresholdsCode0
HybridCite: A Hybrid Model for Context-Aware Citation RecommendationCode0
Measuring and Addressing Indexical Bias in Information RetrievalCode0
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross EntropyCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
COV19IR : COVID-19 Domain Literature Information RetrievalCode0
GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information RetrievalCode0
AraCovTexFinder: Leveraging the transformer-based language model for Arabic COVID-19 text identificationCode0
CoSPLADE: Contextualizing SPLADE for Conversational Information RetrievalCode0
Active learning in annotating micro-blogs dealing with e-reputationCode0
Where Do We Go from Here? Multi-scale Allocentric Relational Inference from Natural Spatial DescriptionsCode0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
BULNER: BUg Localization with word embeddings and NEtwork RegularizationCode0
Building a Non-Trivial Paraphrase Corpus Using Multiple Machine Translation SystemsCode0
Rethinking Chunk Size For Long-Document Retrieval: A Multi-Dataset AnalysisCode0
Temporal Information Retrieval via Time-Specifier Model MergingCode0
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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