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 426–450 of 4740 papers

TitleStatusHype
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language ModelsCode1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
Building Russian Benchmark for Evaluation of Information Retrieval ModelsCode1
A Personalized Dense Retrieval Framework for Unified Information AccessCode1
Active Learning from the WebCode1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesCode1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
A Deep Generative Framework for Paraphrase GenerationCode1
RealTime QA: What's the Answer Right Now?Code1
Reasoning over Public and Private Data in Retrieval-Based SystemsCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
Receptive-Field Regularized CNNs for Music Classification and TaggingCode1
Optimizing Test-Time Query Representations for Dense RetrievalCode1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword ExtractionCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Rethinking the Role of Token Retrieval in Multi-Vector RetrievalCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
audioLIME: Listenable Explanations Using Source SeparationCode1
Automatic Generation of Topic LabelsCode1
Revealing the Importance of Semantic Retrieval for Machine Reading at ScaleCode1
Scaling Laws for Linear Complexity Language ModelsCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
SciMMIR: Benchmarking Scientific Multi-modal Information RetrievalCode1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative ReasoningCode1
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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