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 151–200 of 4740 papers

TitleStatusHype
GFTE: Graph-based Financial Table ExtractionCode1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
Active Learning from the WebCode1
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data ExplorationCode1
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge GraphsCode1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesCode1
Grep-BiasIR: A Dataset for Investigating Gender Representation-Bias in Information Retrieval ResultsCode1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer EncodersCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
Few-Shot Generative Conversational Query RewritingCode1
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
Extending Context Window of Large Language Models via Semantic CompressionCode1
Latent Retrieval for Weakly Supervised Open Domain Question AnsweringCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
Automatic Jailbreaking of the Text-to-Image Generative AI SystemsCode1
Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed GraphsCode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
Automatic Generation of Topic LabelsCode1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
audioLIME: Listenable Explanations Using Source SeparationCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
DTF-AT: Decoupled Time-Frequency Audio Transformer for Event ClassificationCode1
Audio Embeddings as Teachers for Music ClassificationCode1
Dynamic Modality Interaction Modeling for Image-Text RetrievalCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterCode1
Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp)Code1
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and IntentsCode1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative ReasoningCode1
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern RetrievalCode1
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-AttentionCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
Dive into Decision Trees and Forests: A Theoretical DemonstrationCode1
Do Music Generation Models Encode Music Theory?Code1
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor SearchCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster ManagementCode1
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor SearchCode1
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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