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 801–825 of 4740 papers

TitleStatusHype
Dynamics of Adversarial Attacks on Large Language Model-Based Search Engines—0
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care—0
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation—0
Retrieval-Augmented Generation for Mobile Edge Computing via Large Language Model—0
The Text Classification Pipeline: Starting Shallow going Deeper—0
Unsupervised dense retrieval with conterfactual contrastive learning—0
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian—0
Reversed in Time: A Novel Temporal-Emphasized Benchmark for Cross-Modal Video-Text RetrievalCode0
Computational Analysis of Yaredawi YeZema Silt in Ethiopian Orthodox Tewahedo Church ChantsCode0
On the Robustness of Generative Information Retrieval ModelsCode0
Research Experiment on Multi-Model Comparison for Chinese Text Classification Tasks—0
Annotating References to Mythological Entities in French Literature—0
Efficient Long Context Language Model Retrieval with Compression—0
LLM-based relevance assessment still can't replace human relevance assessment—0
Iterative NLP Query Refinement for Enhancing Domain-Specific Information Retrieval: A Case Study in Career ServicesCode0
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles—0
Music Genre Classification: Ensemble Learning with Subcomponents-level Attention—0
Bi-directional Mapping of Morphology Metrics and 3D City Blocks for Enhanced Characterization and Generation of Urban Form—0
EMPRA: Embedding Perturbation Rank Attack against Neural Ranking ModelsCode0
Relational Programming with Foundation Models—0
ECLIPSE: Contrastive Dimension Importance Estimation with Pseudo-Irrelevance Feedback for Dense Retrieval—0
Maybe you are looking for CroQS: Cross-modal Query Suggestion for Text-to-Image Retrieval—0
Adversarial Hubness in Multi-Modal RetrievalCode0
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics—0
Token-Level Graphs for Short Text ClassificationCode0
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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