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 176200 of 4740 papers

TitleStatusHype
DebateSum: A large-scale argument mining and summarization datasetCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
Deep metric learning using Triplet networkCode1
C-STS: Conditional Semantic Textual SimilarityCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
CREPE: A Convolutional Representation for Pitch EstimationCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
Corpus-Steered Query Expansion with Large Language ModelsCode1
CORD-19: The COVID-19 Open Research DatasetCode1
CoRT: Complementary Rankings from TransformersCode1
Conversational Entity Linking: Problem Definition and DatasetsCode1
Conversational Document Prediction to Assist Customer Care AgentsCode1
Conversational Question Answering over Passages by Leveraging Word Proximity NetworksCode1
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
Dive into Decision Trees and Forests: A Theoretical DemonstrationCode1
Do Music Generation Models Encode Music Theory?Code1
DTF-AT: Decoupled Time-Frequency Audio Transformer for Event ClassificationCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
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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