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 4501–4525 of 4740 papers

TitleStatusHype
R^3: Reinforced Reader-Ranker for Open-Domain Question AnsweringCode0
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable ConvergenceCode0
LaSER: Language-Specific Event RecommendationCode0
Neural Ranking Models with Weak SupervisionCode0
Exploring Human-Like Thinking in Search Simulations with Large Language ModelsCode0
Visual Self-paced Iterative Learning for Unsupervised Temporal Action LocalizationCode0
Word Embeddings for Entity-annotated TextsCode0
RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data ManipulationCode0
Bangla Parts-of-Speech Tagging using Bangla Stemmer and Rule based AnalyzerCode0
De-DSI: Decentralised Differentiable Search IndexCode0
Neural Vector Spaces for Unsupervised Information RetrievalCode0
Collective Relevance Labeling for Passage RetrievalCode0
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question AnsweringCode0
NevIR: Negation in Neural Information RetrievalCode0
Agent-Enhanced Large Language Models for Researching Political InstitutionsCode0
New Metrics to Encourage Innovation and Diversity in Information Retrieval ApproachesCode0
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item RetrievalCode0
Coherence-Based Distributed Document Representation Learning for Scientific DocumentsCode0
Learning a Deep Listwise Context Model for Ranking RefinementCode0
Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS OnlineCode0
Exploring GPT's Ability as a Judge in Music UnderstandingCode0
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training FrameworkCode0
Learning Cluster Representatives for Approximate Nearest Neighbor SearchCode0
NitiBench: A Comprehensive Studies of LLM Frameworks Capabilities for Thai Legal Question AnsweringCode0
Learning Complex Basis Functions for Invariant Representations of AudioCode0
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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