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 4401–4450 of 4740 papers

TitleStatusHype
Quam: Adaptive Retrieval through Query Affinity ModellingCode0
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual FeaturesCode0
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer RelevanceCode0
Quantifying and Alleviating the Language Prior Problem in Visual Question AnsweringCode0
Quantifying consensus of rankings based on q-support patternsCode0
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled LearningCode0
Committed Private Information RetrievalCode0
MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval DatasetCode0
Quantifying Positional Biases in Text Embedding ModelsCode0
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAGCode0
Whose Side Are You On? Investigating the Political Stance of Large Language ModelsCode0
Quantifying the Dissimilarity of TextsCode0
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical ReasoningCode0
FALQU: Finding Answers to Legal QuestionsCode0
KazQAD: Kazakh Open-Domain Question Answering DatasetCode0
Musical Score Following using Statistical InferenceCode0
Quantum-inspired Embeddings Projection and Similarity Metrics for Representation LearningCode0
Deep Triplet Neural Networks with Cluster-CCA for Audio-Visual Cross-modal RetrievalCode0
Typo-Robust Representation Learning for Dense RetrievalCode0
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document MatchingCode0
DeepTileBars: Visualizing Term Distribution for Neural Information RetrievalCode0
Asynchronous Training of Word Embeddings for Large Text CorporaCode0
Music Genre Classification using Large Language ModelsCode0
BERT with History Answer Embedding for Conversational Question AnsweringCode0
Keyphrase Extraction for N-best Reranking in Multi-Sentence CompressionCode0
Fair Ranking with Noisy Protected AttributesCode0
Music Instrument Classification ReprogrammedCode0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
Quati: A Brazilian Portuguese Information Retrieval Dataset from Native SpeakersCode0
BERT is not The Count: Learning to Match Mathematical Statements with ProofsCode0
DeepSSN: a deep convolutional neural network to assess spatial scene similarityCode0
DeepRank: A New Deep Architecture for Relevance Ranking in Information RetrievalCode0
Deep Randomized Ensembles for Metric LearningCode0
The First Swahili Language Scene Text Detection and Recognition DatasetCode0
KiloGrams: Very Large N-Grams for Malware ClassificationCode0
ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual DescriptionsCode0
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive SummarizationCode0
KITAB: Evaluating LLMs on Constraint Satisfaction for Information RetrievalCode0
Towards Improving the Explainability of Text-based Information Retrieval with Knowledge GraphsCode0
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named EntitiesCode0
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
The Historical Significance of Textual DistancesCode0
Named Entity Recognition with Extremely Limited DataCode0
NARMADA: Need and Available Resource Managing Assistant for Disasters and AdversitiesCode0
Deep Neural Networks for YouTube RecommendationsCode0
Unsupervised Morphology Learning with Statistical ParadigmsCode0
NASH: Toward End-to-End Neural Architecture for Generative Semantic HashingCode0
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance JudgmentCode0
Knowledge Distillation for Singing Voice DetectionCode0
Query Performance Prediction for Neural IR: Are We There Yet?Code0
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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