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 801–825 of 4740 papers

TitleStatusHype
Effective Clustering on Large Attributed Bipartite GraphsCode0
DLAFormer: An End-to-End Transformer For Document Layout Analysis—0
KG-RAG: Bridging the Gap Between Knowledge and Creativity—0
On the Convergence of No-Regret Dynamics in Information Retrieval Games with Proportional Ranking Functions—0
Sociotechnical Implications of Generative Artificial Intelligence for Information Access—0
Unifying 3D Vision-Language Understanding via Promptable Queries—0
The First Swahili Language Scene Text Detection and Recognition DatasetCode0
EnterpriseEM: Fine-tuned Embeddings for Enterprise Semantic Search—0
INDUS: Effective and Efficient Language Models for Scientific Applications—0
A Survey on Large Language Models with Multilingualism: Recent Advances and New FrontiersCode1
SynthesizRR: Generating Diverse Datasets with Retrieval AugmentationCode1
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues—0
Modeling User Preferences via Brain-Computer Interfacing—0
Words Blending Boxes. Obfuscating Queries in Information Retrieval using Differential Privacy—0
Error-margin Analysis for Hidden Neuron Activation LabelsCode0
LGDE: Local Graph-based Dictionary ExpansionCode0
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click LabelsCode3
Synthetic Test Collections for Retrieval EvaluationCode1
Evaluation of Retrieval-Augmented Generation: A SurveyCode2
Identifying Key Terms in Prompts for Relevance Evaluation with GPT Models—0
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
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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