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 1151–1200 of 4740 papers

TitleStatusHype
Decoding a Neural Retriever's Latent Space for Query SuggestionCode0
DCID: Deep Canonical Information DecompositionCode0
Real-Time Online Stock Forecasting Utilizing Integrated Quantitative and Qualitative AnalysisCode0
Comparative Analysis of Pretrained Audio Representations in Music Recommender SystemsCode0
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset ConstructionCode0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
Data Cleansing with Contrastive Learning for Vocal Note Event AnnotationsCode0
Data Augmentation for Biomedical Factoid Question AnsweringCode0
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-CheckingCode0
How to Leverage Personal Textual Knowledge for Personalized Conversational Information RetrievalCode0
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial GameCode0
H-RANSAC, an algorithmic variant for Homography image transform from featureless point sets: application to video-based football analyticsCode0
Ask the Right Questions: Active Question Reformulation with Reinforcement LearningCode0
COV19IR : COVID-19 Domain Literature Information RetrievalCode0
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity EducationCode0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
Data Fusion of Synthetic Query Variants With Generative Large Language ModelsCode0
Committed Private Information RetrievalCode0
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled LearningCode0
Impact of the Query Set on the Evaluation of Expert Finding SystemsCode0
Creating a silver standard for patent simplificationCode0
Creating Healthy Friction: Determining Stakeholder Requirements of Job Recommendation ExplanationsCode0
A Tool for Conducting User Studies on Mobile DevicesCode0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
Cross-Lingual Word Representations via Spectral Graph EmbeddingsCode0
A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named EntitiesCode0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
A Toolkit for Efficient Learning of Lexical Units for Speech RecognitionCode0
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response RankingCode0
Deep Learning-Based Automatic Downbeat Tracking: A Brief ReviewCode0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track CharacteristicsCode0
Combining Statistical Translation Techniques for Cross-Language Information Retrieval—0
Combining Objective and Subjective Perspectives for Political News Understanding—0
Combining dependency information and generalization in a pattern-based approach to the classification of lexical-semantic relation instances—0
A Shallow High-Order Parametric Approach to Data Visualization and Compression—0
Combining Compositionality and Pagerank for the Identification of Semantic Relations between Biomedical Words—0
Combining, Adapting and Reusing Bi-texts between Related Languages: Application to Statistical Machine Translation (invited talk)—0
A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing—0
A Dataset for Inter-Sentence Relation Extraction using Distant Supervision—0
Collective Search for Concept Disambiguation—0
A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism—0
Collective Named Entity Disambiguation using Graph Ranking and Clique Partitioning Approaches—0
Collective Matrix Factorization Hashing for Multimodal Data—0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition—0
A Machine Learning Framework for Authorship Identification From Texts—0
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence—0
CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation—0
A Semi-supervised Approach for Natural Language Call Routing—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