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 3926–3950 of 4740 papers

TitleStatusHype
Responding to Retrieval: A Proposal to Use Retrieval Information for Better Presentation of Website Content—0
Response Generation Based on Hierarchical Semantic Structure with POMDP Re-ranking for Conversational Dialogue Systems—0
Results of the 4th edition of BioASQ Challenge—0
Results of the fifth edition of the BioASQ Challenge—0
Results of the sixth edition of the BioASQ Challenge—0
Rethinking E-Commerce Search—0
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective—0
Rethinking Search: Making Domain Experts out of Dilettantes—0
Retrieval-Augmented Generation for Mobile Edge Computing via Large Language Model—0
Retrieval-Augmented Mining of Temporal Logic Specifications from Data—0
Retrieval Augmented Thought Process for Private Data Handling in Healthcare—0
Retrieval-Enhanced Machine Learning—0
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities—0
Retrieval-Enhanced Named Entity Recognition—0
Retrieval-guided Cross-view Image Synthesis—0
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding—0
Retrieval of Research-level Mathematical Information Needs: A Test Collection and Technical Terminology Experiment—0
Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering—0
Retrieval Term Prediction Using Deep Belief Networks—0
Retrieval Term Prediction Using Deep Learning Methods—0
Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension—0
Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs—0
RetrieveGPT: Merging Prompts and Mathematical Models for Enhanced Code-Mixed Information Retrieval—0
Retrieving and ranking short medical questions with two stages neural matching model—0
Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval—0
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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