SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Showing 251300 of 4740 papers

TitleStatusHype
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
C-STS: Conditional Semantic Textual SimilarityCode1
Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a SurveyCode1
NaturalProofs: Mathematical Theorem Proving in Natural LanguageCode1
Hyperbolic Relevance Matching for Neural Keyphrase ExtractionCode1
A Comparison of Supervised Learning to Match Methods for Product SearchCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Hierarchical Video-Moment Retrieval and Step-CaptioningCode1
Image-based table recognition: data, model, and evaluationCode1
Grep-BiasIR: A Dataset for Investigating Gender Representation-Bias in Information Retrieval ResultsCode1
Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-trainingCode1
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
GuP: Fast Subgraph Matching by Guard-based PruningCode1
GitTables: A Large-Scale Corpus of Relational TablesCode1
One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP TasksCode1
GFTE: Graph-based Financial Table ExtractionCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with AttributionCode1
Automatic Generation of Topic LabelsCode1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
Few-Shot Generative Conversational Query RewritingCode1
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data ExplorationCode1
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
Automatic Jailbreaking of the Text-to-Image Generative AI SystemsCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
Hengam: An Adversarially Trained Transformer for Persian Temporal TaggingCode1
A Survey on Large Language Models with Multilingualism: Recent Advances and New FrontiersCode1
An Adversarial Imitation Click Model for Information RetrievalCode1
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed GraphsCode1
A Statutory Article Retrieval Dataset in FrenchCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
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
Extending Context Window of Large Language Models via Semantic CompressionCode1
Audio Embeddings as Teachers for Music ClassificationCode1
audioLIME: Listenable Explanations Using Source SeparationCode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
A multi-task semi-supervised framework for Text2Graph & Graph2TextCode1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer EncodersCode1
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-AttentionCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
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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