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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2801–2825 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
Show:102550
← PrevPage 113 of 190Next →
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