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 4651–4700 of 4740 papers

TitleStatusHype
Balancing Speed and Quality in Online Learning to Rank for Information RetrievalCode0
Referral Augmentation for Zero-Shot Information RetrievalCode0
Linear Algebraic Structure of Word Senses, with Applications to PolysemyCode0
REFinD: Relation Extraction Financial DatasetCode0
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language ModelsCode0
ThreatGram 101 - Extreme Telegram Replies Data with Threat LevelsCode0
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value IdentificationCode0
Certified Robustness to Word Substitution Ranking Attack for Neural Ranking ModelsCode0
Linguistically Informed Masking for Representation Learning in the Patent DomainCode0
A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary RegularizationCode0
On Using GUI Interaction Data to Improve Text Retrieval-based Bug LocalizationCode0
Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box ModelsCode0
Linked Data Triples Enhance Document Relevance ClassificationCode0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
Semi-Supervised Convolutive NMF for Automatic Piano TranscriptionCode0
OpenKE: An Open Toolkit for Knowledge EmbeddingCode0
Data Fusion of Synthetic Query Variants With Generative Large Language ModelsCode0
LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using UncertaintyCode0
Data Cleansing with Contrastive Learning for Vocal Note Event AnnotationsCode0
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information RetrievalCode0
An F-shape Click Model for Information Retrieval on Multi-block Mobile PagesCode0
Data Augmentation for Biomedical Factoid Question AnsweringCode0
Error-margin Analysis for Hidden Neuron Activation LabelsCode0
An Evaluation Framework for Attributed Information Retrieval using Large Language ModelsCode0
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity EducationCode0
Alloprof: a new French question-answer education dataset and its use in an information retrieval case studyCode0
Listwise temporal ordering of events in clinical notesCode0
OpenViVQA: Task, Dataset, and Multimodal Fusion Models for Visual Question Answering in VietnameseCode0
Literature Retrieval for Precision Medicine with Neural Matching and Faceted SummarizationCode0
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate DetectionCode0
A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor SearchCode0
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information RetrievalCode0
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language ModelsCode0
USimAgent: Large Language Models for Simulating Search UsersCode0
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performanceCode0
Relation Extraction : A SurveyCode0
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response RankingCode0
LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?Code0
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and DatasetsCode0
LLM-Driven Usefulness Judgment for Web Search EvaluationCode0
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic RulesCode0
TIMEN: An Open Temporal Expression Normalisation ResourceCode0
SentiPers: A Sentiment Analysis Corpus for PersianCode0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalCode0
Ensuring Reproducibility in Generative AI Systems for General Use Cases: A Framework for Regression Testing and Open DatasetsCode0
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based RankingCode0
SE-PEF: a Resource for Personalized Expert FindingCode0
Cross-Lingual Word Representations via Spectral Graph EmbeddingsCode0
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal RetrievalCode0
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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