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 351–400 of 4740 papers

TitleStatusHype
Chatting Makes Perfect: Chat-based Image RetrievalCode1
CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool LearningCode1
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph AugmentationCode1
A multi-task semi-supervised framework for Text2Graph & Graph2TextCode1
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed GraphsCode1
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval PerformanceCode1
kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors SearchCode1
Keyphrase Extraction from Scientific Articles via Extractive SummarizationCode1
LAiW: A Chinese Legal Large Language Models BenchmarkCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
CodeSearchNet Challenge: Evaluating the State of Semantic Code SearchCode1
Latent Aspect Detection from Online Unsolicited Customer ReviewsCode1
Learning Deep Semantic Model for Code Search using CodeSearchNet CorpusCode1
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense RetrievalCode1
Learning music audio representations via weak language supervisionCode1
Learning Nonsymmetric Determinantal Point ProcessesCode1
Building Russian Benchmark for Evaluation of Information Retrieval ModelsCode1
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information ManagementCode1
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix FactorizationCode1
Lightweight and Direct Document Relevance Optimization for Generative Information RetrievalCode1
LLMJudge: LLMs for Relevance JudgmentsCode1
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking PreferencesCode1
Longformer for MS MARCO Document Re-ranking TaskCode1
LongHealth: A Question Answering Benchmark with Long Clinical DocumentsCode1
A Deep Recurrent Survival Model for Unbiased RankingCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
MARBLE: Music Audio Representation Benchmark for Universal EvaluationCode1
Match-Ignition: Plugging PageRank into Transformer for Long-form Text MatchingCode1
Can LLMs be Good Graph Judge for Knowledge Graph Construction?Code1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
Boilerplate Removal using a Neural Sequence Labeling ModelCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
Modality Curation: Building Universal Embeddings for Advanced Multimodal Information RetrievalCode1
Co-design Hardware and Algorithm for Vector SearchCode1
More Robust Dense Retrieval with Contrastive Dual LearningCode1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
A Deep Generative Framework for Paraphrase GenerationCode1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword ExtractionCode1
Automatic Jailbreaking of the Text-to-Image Generative AI SystemsCode1
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering ModelsCode1
Music Artist Classification with Convolutional Recurrent Neural NetworksCode1
Music Classification: Beyond Supervised Learning, Towards Real-world ApplicationsCode1
An Optimal Algorithm for Finding Champions in Tournament GraphsCode1
MUVERA: Multi-Vector Retrieval via Fixed Dimensional EncodingsCode1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesCode1
Audio Embeddings as Teachers for Music ClassificationCode1
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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