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 201–225 of 4740 papers

TitleStatusHype
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
CoRT: Complementary Rankings from TransformersCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
Corpus-Steered Query Expansion with Large Language ModelsCode1
Extending Context Window of Large Language Models via Semantic CompressionCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
Contrastive Audio-Language Learning for MusicCode1
Conversational Document Prediction to Assist Customer Care AgentsCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor SearchCode1
Contextualized Sparse Representations for Real-Time Open-Domain Question AnsweringCode1
Conversational Entity Linking: Problem Definition and DatasetsCode1
A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLPCode1
Complex Knowledge Base Question Answering: A SurveyCode1
GitTables: A Large-Scale Corpus of Relational TablesCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
A Comprehensive Evaluation of Large Language Models on Legal Judgment PredictionCode1
GuP: Fast Subgraph Matching by Guard-based PruningCode1
Hengam: An Adversarially Trained Transformer for Persian Temporal TaggingCode1
Hierarchical Multimodal Pre-training for Visually Rich Webpage UnderstandingCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-RankingCode1
ComplexTempQA: A Large-Scale Dataset for Complex Temporal Question AnsweringCode1
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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