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 351–375 of 4740 papers

TitleStatusHype
Fast k-NN Graph Construction by GPU based NN-DescentCode1
A Survey on Large Language Models with Multilingualism: Recent Advances and New FrontiersCode1
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListCode1
MechIR: A Mechanistic Interpretability Framework for Information RetrievalCode1
A Statutory Article Retrieval Dataset in FrenchCode1
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
GitTables: A Large-Scale Corpus of Relational TablesCode1
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
mir_ref: A Representation Evaluation Framework for Music Information Retrieval TasksCode1
Complex Knowledge Base Question Answering: A SurveyCode1
ComplexTempQA: A Large-Scale Dataset for Complex Temporal Question AnsweringCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Modality Curation: Building Universal Embeddings for Advanced Multimodal Information RetrievalCode1
More Robust Dense Retrieval with Contrastive Dual LearningCode1
MOSA: Music Motion with Semantic Annotation Dataset for Cross-Modal Music ProcessingCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking PlatformCode1
Contextualized Sparse Representations for Real-Time Open-Domain Question AnsweringCode1
A Deep Generative Framework for Paraphrase GenerationCode1
ASPIRE: Assistive System for Performance Evaluation in IRCode1
Contrastive Audio-Language Learning for MusicCode1
Conversational Document Prediction to Assist Customer Care AgentsCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
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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