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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2826–2850 of 4740 papers

TitleStatusHype
Joint Optimization of Cascade Ranking ModelsCode0
ELKI: A large open-source library for data analysis - ELKI Release 0.7.5 "Heidelberg"—0
KLUCB Approach to Copeland Bandits—0
A Comparison of Information Retrieval Techniques for Detecting Source Code Plagiarism—0
Word Embeddings for Entity-annotated TextsCode0
End-to-End Open-Domain Question Answering with BERTseriniCode0
Recommender Systems Notation: Proposed Common Notation for Teaching and Research—0
A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases—0
Using Score Distributions to Compare Statistical Significance Tests for Information Retrieval Evaluation—0
A new approach for query expansion using Wikipedia and WordNet—0
Neural IR Meets Graph Embedding: A Ranking Model for Product Search—0
A Question-Entailment Approach to Question AnsweringCode0
CREATE: Cohort Retrieval Enhanced by Analysis of Text from Electronic Health Records using OMOP Common Data ModelCode0
Discovering seminal works with marker papers—0
Deep Supervised Hashing leveraging Quadratic Spherical Mutual Information for Content-based Image Retrieval—0
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection—0
Understanding Mobile Search Task Relevance and User Behaviour in Context—0
Answer Interaction in Non-factoid Question Answering Systems—0
Vector representations of text data in deep learning—0
Unary and Binary Classification Approaches and their Implications for Authorship Verification—0
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching—0
Sequence to Sequence Learning for Query Expansion—0
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering—0
SMILK, linking natural language and data from the web—0
Patent Retrieval: A Literature Review—0
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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