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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4226–4250 of 4740 papers

TitleStatusHype
Context-Driven Interactive Query Simulations Based on Generative Large Language ModelsCode0
Content based singing voice source separation via strong conditioning using aligned phonemesCode0
Distilled Neural Networks for Efficient Learning to RankCode0
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian LanguagesCode0
Content-based image retrieval tutorialCode0
Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product SearchCode0
Model-based Unbiased Learning to RankCode0
Unipa-GPT: Large Language Models for university-oriented QA in ItalianCode0
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary CreationCode0
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
The hypergeometric test performs comparably to TF-IDF on standard text analysis tasksCode0
Approximate Nearest Neighbour Search on Privacy-aware Encoding of User Locations to Identify Susceptible Infections in Simulated EpidemicsCode0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural NetworkCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Code0
Preventing Catastrophic Forgetting through Memory Networks in Continuous DetectionCode0
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature SpacesCode0
Priberam at MESINESP Multi-label Classification of Medical Texts TaskCode0
Span-level Emotion-Cause-Category Triplet Extraction with Instruction Tuning LLMs and Data AugmentationCode0
GATE-Time: Extraction of Temporal Expressions and EventsCode0
Modeling the Music Genre Perception across Language-Bound CulturesCode0
Principled Multi-Aspect Evaluation Measures of RankingsCode0
textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional PriorCode0
Information Extraction from Visually Rich Documents Using Directed Weighted Graph Neural NetworkCode0
ArCOV-19: The First Arabic COVID-19 Twitter Dataset with Propagation NetworksCode0
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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