SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

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Showing 1751–1800 of 4740 papers

TitleStatusHype
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps—0
Human Preferences as Dueling BanditsCode0
fairDMS: Rapid Model Training by Data and Model ReuseCode0
Is Non-IID Data a Threat in Federated Online Learning to Rank?Code0
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations—0
A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription SystemsCode1
A Survey on Efficient Processing of Similarity Queries over Neural Embeddings—0
Latent Aspect Detection from Online Unsolicited Customer ReviewsCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source—0
Composite Code Sparse Autoencoders for first stage retrieval—0
EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts—0
Research on Cross-media Science and Technology Information Data Retrieval—0
Data Augmentation for Biomedical Factoid Question AnsweringCode0
Musical Information Extraction from the Singing Voice—0
Late multimodal fusion for image and audio music transcription—0
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding—0
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt LearningCode0
On the Effectiveness of Pretrained Models for API Learning—0
PRADA: Practical Black-Box Adversarial Attacks against Neural Ranking Models—0
Graph-based Approximate NN Search: A Revisit—0
A Rich Recipe Representation as Plan to Support Expressive Multi Modal Queries on Recipe Content and Preparation Process—0
IITD-DBAI: Multi-Stage Retrieval with Pseudo-Relevance Feedback and Query Reformulation—0
End-to-End Table Question Answering via Retrieval-Augmented Generation—0
Iranian Modal Music (Dastgah) detection using deep neural networks—0
LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documents—0
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System—0
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation—0
Tutorial: Modern Theoretical Tools for Understanding and Designing Next-generation Information Retrieval System—0
UKP-SQUARE: An Online Platform for Question Answering ResearchCode1
Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured ConstraintsCode0
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction—0
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information RetrievalCode0
RELIC: Retrieving Evidence for Literary ClaimsCode1
UlyssesNER-Br: A Corpus of Brazilian Legislative Documents for Named Entity Recognition—0
Scientific and Technological Information Oriented Semantics-adversarial and Media-adversarial Cross-media Retrieval—0
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
Reasoning over Public and Private Data in Retrieval-Based SystemsCode1
Towards Semantic Search for Community Question Answering for Mortgage Officers—0
Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns—0
Information retrieval for label noise document ranking by bag sampling and group-wise loss—0
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing AnomaliesCode1
An Adaptive Hybrid Active Learning Strategy with Free Ratings in Collaborative Filtering—0
Semantic Norm Recognition and its application to Portuguese Law—0
Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC DomainCode1
Table Structure Recognition with Conditional Attention—0
Where Does the Performance Improvement Come From? -- A Reproducibility Concern about Image-Text RetrievalCode1
Multi-CPR: A Multi Domain Chinese Dataset for Passage RetrievalCode2
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and IntentsCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
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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