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 1251–1300 of 4740 papers

TitleStatusHype
A unified Neural Network Approach to E-CommerceRelevance Learning—0
An Analytical Model of Language Resource Sustainability—0
Dataset of Natural Language Queries for E-Commerce—0
Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need—0
CSPLADE: Learned Sparse Retrieval with Causal Language Models—0
Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding—0
DAWT: Densely Annotated Wikipedia Texts across multiple languages—0
Dbnary: Wiktionary as a LMF based Multilingual RDF network—0
AUT Document Alignment Framework for BUCC Workshop Shared Task—0
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers—0
Dealing with word-internal modification and spelling variation in data-driven lemmatization—0
A Two-Stage Approach for Computing Associative Responses to a Set of Stimulus Words—0
Analyzing Stemming Approaches for Turkish Multi-Document Summarization—0
Deterministic Word Segmentation Using Maximum Matching with Fully Lexicalized Rules—0
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation—0
Deception Detection for the Russian Language: Lexical and Syntactic Parameters—0
Development of a Thermodynamics of Human Cognition and Human Culture—0
Automated Answer Validation using Text Similarity—0
Dimension Projection among Languages based on Pseudo-relevant Documents for Query Translation—0
Decoy Effect In Search Interaction: Understanding User Behavior and Measuring System Vulnerability—0
Decoy Effect in Search Interaction: A Pilot Study—0
Automated Generation of Storytelling Vocabulary from Photographs for use in AAC—0
Deep API Learning—0
Deep Contextualized Biomedical Abbreviation Expansion—0
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search—0
CSIRO Data61 at the WNUT Geo Shared Task—0
Deep DNA Storage: Scalable and Robust DNA Storage via Coding Theory and Deep Learning—0
Deep domain adaptation for polyphonic melody extraction—0
Analyzing Similarity in Mathematical Content To Enhance the Detection of Academic Plagiarism—0
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass—0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations—0
DEEPF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals—0
Deep Learning and Continuous Representations for Natural Language Processing—0
Deep Learning applications for COVID-19—0
Deep Learning Applied to Image and Text Matching—0
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music—0
Pareto Optimal Learning for Estimating Large Language Model Errors—0
Deep Learning Based Dense Retrieval: A Comparative Study—0
Automatic classification of doctor-patient questions for a virtual patient record query task—0
Advice from the Oracle: Really Intelligent Information Retrieval—0
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs—0
Deep Learning for MIR Tutorial—0
Deep Learning in Semantic Kernel Spaces—0
Deep Learning Models For Multiword Expression Identification—0
CSE: Conceptual Sentence Embeddings based on Attention Model—0
Attribute based Chinese Named Entity Recognition and Disambiguation—0
Deep Neural Network for Learning to Rank Query-Text Pairs—0
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction—0
Deep Neural Networks for Query Expansion using Word Embeddings—0
A Survey on Practical Applications of Multi-Armed and Contextual Bandits—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