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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4626–4650 of 4740 papers

TitleStatusHype
A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named EntitiesCode0
User Engagement Prediction for Clarification in SearchCode0
Ask the Right Questions: Active Question Reformulation with Reinforcement LearningCode0
On the Merge of k-NN GraphCode0
AmazonQA: A Review-Based Question Answering TaskCode0
Synthetic Data Generation with Large Language Models for Personalized Community Question AnsweringCode0
A Convolutional Approach to Melody Line Identification in Symbolic ScoresCode0
On the Reproducibility of Learned Sparse Retrieval Adaptations for Long DocumentsCode0
On the Robustness of Generative Information Retrieval ModelsCode0
ASGIR: Audio Spectrogram Transformer Guided Classification And Information Retrieval For BirdsCode0
A Sequential Algorithm for Training Text ClassifiersCode0
Validating Synthetic Usage Data in Living Lab EnvironmentsCode0
When Can We Track Significant Preference Shifts in Dueling Bandits?Code0
A selectional auto-encoder approach for document image binarizationCode0
On the Use of ArXiv as a DatasetCode0
Unification-based Reconstruction of Multi-hop Explanations for Science QuestionsCode0
An Information Retrieval and Extraction Tool for Covid-19 Related PapersCode0
Lexicon and Rule-based Word Lemmatization Approach for the Somali LanguageCode0
Real-Time Online Stock Forecasting Utilizing Integrated Quantitative and Qualitative AnalysisCode0
LGDE: Local Graph-based Dictionary ExpansionCode0
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge GraphsCode0
Evaluating Contrastive Feedback for Effective User SimulationsCode0
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet AllocationCode0
Lightweight Multi-System Multivariate Interconnection and Divergence DiscoveryCode0
Semi-Parametric Retrieval via Binary Bag-of-Tokens IndexCode0
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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