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 1851–1900 of 4740 papers

TitleStatusHype
An efficient aggregation method for the symbolic representation of temporal dataCode1
Neural Approaches to Conversational Information Retrieval—0
Event-centric Query Suggestion for Online News—0
Diagnosing BERT with Retrieval HeuristicsCode0
Evaluation of Neural Networks Defenses and Attacks using NDCG and Reciprocal Rank Metrics—0
Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos?—0
State of the Art of User Simulation approaches for conversational information retrieval—0
Continual Learning of Long Topic Sequences in Neural Information RetrievalCode0
A Survey of Plagiarism Detection Systems: Case of Use with English, French and Arabic Languages—0
An Ensemble Approach to Acronym Extraction using TransformersCode0
Coherence-Based Distributed Document Representation Learning for Scientific DocumentsCode0
A Comprehensive Empirical Study of Vision-Language Pre-trained Model for Supervised Cross-Modal RetrievalCode1
SaL-Lightning Dataset: Search and Eye Gaze Behavior, Resource Interactions and Knowledge Gain during Web Search—0
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation—0
Monitoring Energy Trends through Automatic Information Extraction—0
Utilizing Wordnets for Cognate Detection among Indian Languages—0
The University of Texas at Dallas HLTRI's Participation in EPIC-QA: Searching for Entailed Questions Revealing Novel Answer Nuggets—0
Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement—0
"A Passage to India": Pre-trained Word Embeddings for Indian Languages—0
Disentanglement by Cyclic ReconstructionCode0
An Efficient Combinatorial Optimization Model Using Learning-to-Rank DistillationCode0
TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish LanguageCode0
Multimodal Entity Tagging with Multimodal Knowledge BaseCode0
Rank4Class: A Ranking Formulation for Multiclass Classification—0
Product Information Browsing Support System Using Analytic Hierarchy Process—0
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
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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