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 1876–1900 of 4740 papers

TitleStatusHype
Challenge Dataset of Cognates and False Friend Pairs from Indian LanguagesCode0
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource LanguagesCode0
Unsupervised Dense Information Retrieval with Contrastive LearningCode1
Selecting the suitable resampling strategy for imbalanced data classification regarding dataset properties—0
Cognition-aware Cognate DetectionCode0
Text Mining Through Label Induction Grouping Algorithm Based Method—0
Learning Cross-Lingual IR from an English RetrieverCode1
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs—0
MedGraph: An experimental semantic information retrieval method using knowledge graph embedding for the biomedical citations indexed in PubMed—0
Robust Information Retrieval for False Claims with Distracting Entities In Fact Extraction and Verification—0
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval—0
Learning music audio representations via weak language supervisionCode1
Piano Timbre Development Analysis using Machine Learning—0
Variational Autoencoder with CCA for Audio-Visual Cross-Modal Retrieval—0
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionCode2
Multitask Learning based Deep Learning Model for Music Artist and Language Recognition—0
Comparative Analysis of Melodia and Time-Domain Adaptive Filtering based Model for Melody Extraction from Polyphonic Music—0
A Method to Disambiguate a Word by Using Restricted Boltzmann Machine—0
Optimal Algorithms for Stochastic Contextual Preference Bandits—0
Efficient Training of Retrieval Models using Negative CacheCode0
Pre-training Methods in Information Retrieval—0
Predicting Document Coverage for Relation Extraction—0
An Optimal Algorithm for Finding Champions in Tournament GraphsCode1
Streamlining Evaluation with ir-measuresCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
Show:102550
← PrevPage 76 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