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 751–775 of 4740 papers

TitleStatusHype
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting MethodsCode0
Exploring Topic Coherence over Many Models and Many TopicsCode0
Exploring Diachronic Lexical Semantics with JeSemECode0
Explaining Text Similarity in Transformer ModelsCode0
Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge RetrievalCode0
Exploring GPT's Ability as a Judge in Music UnderstandingCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document RetrievalCode0
Event-enhanced Retrieval in Real-time SearchCode0
Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal InterventionsCode0
Introducing Information Retrieval for Biomedical Informatics StudentsCode0
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues DatasetCode0
A graph-based approach to extracting narrative signals from public discourseCode0
ExcluIR: Exclusionary Neural Information RetrievalCode0
Bi-Directional Lattice Recurrent Neural Networks for Confidence EstimationCode0
IR2: Information Regularization for Information RetrievalCode0
Evaluation Measures for Relevance and Credibility in Ranked ListsCode0
Evaluation of Temporal Change in IR Test CollectionsCode0
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query ExpansionCode0
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge GraphsCode0
Evaluating Contrastive Feedback for Effective User SimulationsCode0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural NetworksCode0
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its ApplicationsCode0
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information RetrievalCode0
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITSCode0
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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