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

Showing 21512200 of 4740 papers

TitleStatusHype
A Simple and Efficient Probabilistic Language model for Code-Mixed Text0
On the Capacity of Quantum Private Information Retrieval from MDS-Coded and Colluding Servers0
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques0
A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval0
Detecting race and gender bias in visual representation of AI on web search engines0
Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning0
Information Retrieval for ZeroSpeech 2021: The Submission by University of WroclawCode0
An Information Retrieval Approach to Building Datasets for Hate Speech DetectionCode0
FAIR: Fairness-Aware Information Retrieval Evaluation0
Towards Axiomatic Explanations for Neural Ranking Models0
Does your robot know? Enhancing children's information retrieval through spoken conversation with responsible robots0
Interpretable Self-supervised Multi-task Learning for COVID-19 Information Retrieval and Extraction0
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain0
Linguistically Informed Masking for Representation Learning in the Patent DomainCode0
Single-Server Private Linear Transformation: The Joint Privacy Case0
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection0
Musical Prosody-Driven Emotion Classification: Interpreting Vocalists Portrayal of Emotions Through Machine Learning0
Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability0
Exploring modality-agnostic representations for music classificationCode0
Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access0
Overview of the Second Workshop on Scholarly Document Processing0
Measuring the relative importance of full text sections for information retrieval from scientific literature.0
QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval0
Would you like to tell me more? Generating a corpus of psychotherapy dialogues0
Context-aware query design combines knowledge and data for efficient reading and reasoning0
Integrating Contextual Knowledge to Visual Features for Fine Art Classification0
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline SummarizationCode0
Bridging Data Center AI Systems with Edge Computing for Actionable Information RetrievalCode0
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document RetrievalCode0
A data-driven strategy to combine word embeddings in information retrieval0
Quotient Space-Based Keyword Retrieval in Sponsored Search0
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions0
IITP at AILA 2019: System Report for Artificial Intelligence for Legal Assistance Shared Task0
Interactive Query Formulation using Query By Navigation0
More Than Just Attention: Improving Cross-Modal Attentions with Contrastive Constraints for Image-Text Matching0
BdLAN:BERTdoc Label Attention Networks for Multi-label text classification0
Chord Recognition- Music and Audio Information Retrieval0
Meta-Inductive Node Classification across Graphs0
Priberam at MESINESP Multi-label Classification of Medical Texts TaskCode0
Fairness in Information Access Systems0
A Statistical Model for Melody Reduction0
SHREC 2021: Retrieval and classification of protein surfaces equipped with physical and chemical propertiesCode0
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora0
Wiki-Reliability: A Large Scale Dataset for Content Reliability on WikipediaCode0
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey0
Introducing Information Retrieval for Biomedical Informatics StudentsCode0
Rethinking Search: Making Domain Experts out of Dilettantes0
Unsupervised Document Expansion for Information Retrieval with Stochastic Text GenerationCode0
Intelligent Conversational Android ERICA Applied to Attentive Listening and Job Interview0
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63Unverified
3BM25Recall@10051.33Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58Unverified
2ConAE-256Time (ms)0.33Unverified
3ConAE-128Time (ms)0.32Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16Unverified
2TSDAEmAP@1000.15Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56Unverified
2hpictallinfNDCG0.55Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25Unverified