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 451–475 of 4740 papers

TitleStatusHype
Semantic Information Recovery in Wireless NetworksCode1
GPU Semiring Primitives for Sparse Neighborhood MethodsCode1
audioLIME: Listenable Explanations Using Source SeparationCode1
Sequence-to-Sequence Piano Transcription with TransformersCode1
Automatic Generation of Topic LabelsCode1
Simplified Data Wrangling with ir_datasetsCode1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword ExtractionCode1
SmoothI: Smooth Rank Indicators for Differentiable IR MetricsCode1
SpeechPrune: Context-aware Token Pruning for Speech Information RetrievalCode1
Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question AnsweringCode1
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional SportsCode1
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse RetrievalCode1
Supervised Contrastive Learning for Product MatchingCode1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative ReasoningCode1
Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection MethodsCode1
SynthesizRR: Generating Diverse Datasets with Retrieval AugmentationCode1
T2Ranking: A large-scale Chinese Benchmark for Passage RankingCode1
Taken by Surprise: Contrast effect for Similarity ScoresCode1
A Statutory Article Retrieval Dataset in FrenchCode1
Template-Based Financial Report Generation in Agentic and Decomposed Information RetrievalCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative ModelingCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
The Music Streaming Sessions DatasetCode1
A Survey on Large Language Models with Multilingualism: Recent Advances and New FrontiersCode1
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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