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

Showing 251300 of 4740 papers

TitleStatusHype
Cross-Thought for Sentence Encoder Pre-trainingCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
C-STS: Conditional Semantic Textual SimilarityCode1
NaturalProofs: Mathematical Theorem Proving in Natural LanguageCode1
Hengam: An Adversarially Trained Transformer for Persian Temporal TaggingCode1
A Comparison of Supervised Learning to Match Methods for Product SearchCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
Hierarchical Multimodal Pre-training for Visually Rich Webpage UnderstandingCode1
Hyperbolic Relevance Matching for Neural Keyphrase ExtractionCode1
Keyphrase Extraction from Scientific Articles via Extractive SummarizationCode1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword ExtractionCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-trainingCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
Grep-BiasIR: A Dataset for Investigating Gender Representation-Bias in Information Retrieval ResultsCode1
GFTE: Graph-based Financial Table ExtractionCode1
Automatic Jailbreaking of the Text-to-Image Generative AI SystemsCode1
One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP TasksCode1
GitTables: A Large-Scale Corpus of Relational TablesCode1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
Automatic Generation of Topic LabelsCode1
Few-Shot Generative Conversational Query RewritingCode1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer EncodersCode1
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
Extending Context Window of Large Language Models via Semantic CompressionCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data ExplorationCode1
GuP: Fast Subgraph Matching by Guard-based PruningCode1
An Adversarial Imitation Click Model for Information RetrievalCode1
A Survey on Large Language Models with Multilingualism: Recent Advances and New FrontiersCode1
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
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
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
audioLIME: Listenable Explanations Using Source SeparationCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
Audio Embeddings as Teachers for Music ClassificationCode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
A Statutory Article Retrieval Dataset in FrenchCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information AssistantCode1
A multi-task semi-supervised framework for Text2Graph & Graph2TextCode1
Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp)Code1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63Unverified
3BM25Recall@10051.33Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58Unverified
2ConAE-256Time (ms)0.33Unverified
3ConAE-128Time (ms)0.32Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16Unverified
2TSDAEmAP@1000.15Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56Unverified
2hpictallinfNDCG0.55Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25Unverified