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 251–275 of 4740 papers

TitleStatusHype
Conversational Question Answering over Passages by Leveraging Word Proximity NetworksCode1
CORD-19: The COVID-19 Open Research DatasetCode1
Modality Curation: Building Universal Embeddings for Advanced Multimodal Information RetrievalCode1
Modeling Relational Data with Graph Convolutional NetworksCode1
A Comparison of Supervised Learning to Match Methods for Product SearchCode1
Few-Shot Generative Conversational Query RewritingCode1
GFTE: Graph-based Financial Table ExtractionCode1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative ReasoningCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-trainingCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-AttentionCode1
One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP TasksCode1
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Extending Context Window of Large Language Models via Semantic CompressionCode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp)Code1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
A Survey on Large Language Models with Multilingualism: Recent Advances and New FrontiersCode1
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterCode1
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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