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 151–175 of 4740 papers

TitleStatusHype
Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed GraphsCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
Automatic Generation of Topic LabelsCode1
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor SearchCode1
Dynamic Modality Interaction Modeling for Image-Text RetrievalCode1
DTF-AT: Decoupled Time-Frequency Audio Transformer for Event ClassificationCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and IntentsCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
audioLIME: Listenable Explanations Using Source SeparationCode1
Latent Retrieval for Weakly Supervised Open Domain Question AnsweringCode1
Automatic Jailbreaking of the Text-to-Image Generative AI SystemsCode1
Do Music Generation Models Encode Music Theory?Code1
Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp)Code1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster ManagementCode1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative ReasoningCode1
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question AnsweringCode1
A Survey on Large Language Models with Multilingualism: Recent Advances and New FrontiersCode1
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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