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 3751–3775 of 4740 papers

TitleStatusHype
ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval—0
AlvisAE: a collaborative Web text annotation editor for knowledge acquisition—0
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles—0
A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set—0
A Machine Learning Framework for Authorship Identification From Texts—0
Ambient Search: A Document Retrieval System for Speech Streams—0
AMBRA: A Ranking Approach to Temporal Text Classification—0
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System—0
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer—0
A Meta-Evaluation of C/W/L/A Metrics: System Ranking Similarity, System Ranking Consistency and Discriminative Power—0
A Method for Multi-Hop Question Answering on Persian Knowledge Graph—0
A Method of Accounting Bigrams in Topic Models—0
A Method to Disambiguate a Word by Using Restricted Boltzmann Machine—0
A ML-LLM pairing for better code comment classification—0
A model for structured information representation in neural networks—0
A Modular Architecture for Unsupervised Sarcasm Generation—0
A mostly unlexicalized model for recognizing textual entailment—0
Amrita\_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension—0
AMRITA\_CEN@SemEval-2015: Paraphrase Detection for Twitter using Unsupervised Feature Learning with Recursive Autoencoders—0
A Multi-Agent Perspective on Modern Information Retrieval—0
A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension—0
A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions—0
A Multilingual Test Collection for the Semantic Search of Entity Categories—0
A multimodal deep learning approach for named entity recognition from social media—0
A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning—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