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 701–725 of 4740 papers

TitleStatusHype
CoIR: A Comprehensive Benchmark for Code Information Retrieval ModelsCode2
Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I—0
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components—0
Evaluation of Temporal Change in IR Test CollectionsCode0
Deep Domain Specialisation for single-model multi-domain learning to rank—0
Preserving Multilingual Quality While Tuning Query Encoder on English Only—0
Potential Renovation of Information Search Process with the Power of Large Language Model for Healthcare—0
Doc2Token: Bridging Vocabulary Gap by Predicting Missing Tokens for E-commerce Search—0
BioMNER: A Dataset for Biomedical Method Entity Recognition—0
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data IngestionCode0
TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers—0
Context Matters: An Empirical Study of the Impact of Contextual Information in Temporal Question Answering Systems—0
Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders—0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models—0
Efficient Document Ranking with Learnable Late Interactions—0
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens—0
Modulating Language Model Experiences through Frictions—0
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis GenerationCode1
Enhancing Scientific Figure Captioning Through Cross-modal Learning—0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model—0
Scaling Laws for Linear Complexity Language ModelsCode1
Database-Augmented Query Representation for Information Retrieval—0
Evaluating D-MERIT of Partial-annotation on Information Retrieval—0
Pistis-RAG: Enhancing Retrieval-Augmented Generation with Human Feedback—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