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 2801–2850 of 4740 papers

TitleStatusHype
A Unified Neural Architecture for Instrumental Audio TasksCode0
Ranking in Genealogy: Search Results Fusion at Ancestry—0
Multiresolution Graph Attention Networks for Relevance Matching—0
Leveraging Deep Graph-Based Text Representation for Sentiment Polarity Applications—0
Fast and Exact Nearest Neighbor Search in Hamming Space on Full-Text Search Engines—0
Multiple Document Representations from News Alerts for Automated Bio-surveillance Event Detection—0
Multimodal music information processing and retrieval: survey and future challenges—0
Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots—0
A Domain Generalization Perspective on Listwise Context Modeling—0
Reading Protocol: Understanding what has been Read in Interactive Information Retrieval Tasks—0
Joint Optimization of Cascade Ranking ModelsCode0
Towards an All-Purpose Content-Based Multimedia Information Retrieval System—0
ELKI: A large open-source library for data analysis - ELKI Release 0.7.5 "Heidelberg"—0
KLUCB Approach to Copeland Bandits—0
Word Embeddings for Entity-annotated TextsCode0
A Comparison of Information Retrieval Techniques for Detecting Source Code Plagiarism—0
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
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational AgentsCode2
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
Music Artist Classification with Convolutional Recurrent Neural NetworksCode1
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
The Music Streaming Sessions DatasetCode1
Unary and Binary Classification Approaches and their Implications for Authorship Verification—0
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching—0
Knowledge Representation Learning: A Quantitative ReviewCode2
Sequence to Sequence Learning for Query Expansion—0
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering—0
Patent Retrieval: A Literature Review—0
SMILK, linking natural language and data from the web—0
A standardized Project Gutenberg corpus for statistical analysis of natural language and quantitative linguisticsCode0
Proximity Full-Text Search by Means of Additional Indexes with Multi-component Keys: In Pursuit of Optimal Performance—0
Revisiting Iterative Relevance Feedback for Document and Passage Retrieval—0
Searching for Relevant Lessons Learned Using Hybrid Information Retrieval Classifiers: A Case Study in Software Engineering—0
Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop—0
Automatic Feature Weight Determination using Indexing and Pseudo-Relevance Feedback for Multi-feature Content-Based Image Retrieval—0
MergeDTS: A Method for Effective Large-Scale Online Ranker EvaluationCode0
Improving Retrieval-Based Question Answering with Deep Inference ModelsCode0
Asynchronous Training of Word Embeddings for Large Text CorporaCode0
Binary Document Image Super Resolution for Improved Readability and OCR PerformanceCode0
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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