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 821–830 of 4740 papers

TitleStatusHype
Event GDR: Event-Centric Generative Document Retrieval—0
Explaining Text Similarity in Transformer ModelsCode0
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models—0
Redefining Information Retrieval of Structured Database via Large Language Models—0
ChatSOS: Vector Database Augmented Generative Question Answering Assistant in Safety Engineering—0
LLMs Can Patch Up Missing Relevance Judgments in Evaluation—0
Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems—0
Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages—0
CleanGraph: Human-in-the-loop Knowledge Graph Refinement and CompletionCode0
IQLS: Framework for leveraging Metadata to enable Large Language Model based queries to complex, versatile Data—0
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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