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 3951–4000 of 4740 papers

TitleStatusHype
Generalized K-fan Multimodal Deep Model with Shared Representations—0
Role of Matrix Factorization Model in Collaborative Filtering Algorithm: A Survey—0
User Profiling Trends, Techniques and Applications—0
Web Search Result Clustering based on Cuckoo Search and Consensus Clustering—0
Yara Parser: A Fast and Accurate Dependency ParserCode0
Using Generic Summarization to Improve Music Information Retrieval Tasks—0
What the F-measure doesn't measure: Features, Flaws, Fallacies and Fixes—0
The RatioLog Project: Rational Extensions of Logical Reasoning—0
Knowledge-based Query Expansion in Real-Time Microblog Search—0
Implementation of an efficient Fuzzy Logic based Information Retrieval System—0
Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping and Data Mining Research Directions—0
Towards Topic-to-Question Generation—0
Squibs: Spelling Error Patterns in Brazilian Portuguese—0
Concrete Models and Empirical Evaluations for the Categorical Compositional Distributional Model of Meaning—0
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval—0
Unified vector space mapping for knowledge representation systems—0
Evolutionary algorithm based adaptive navigation in information retrieval interfaces—0
Affective Music Information Retrieval—0
IAT - Image Annotation Tool: Manual—0
Topic Level Disambiguation for Weak Queries—0
Two-Stage Document Length Normalization for Information Retrieval—0
Document Distance for the Automated Expansion of Relevance Judgements for Information Retrieval Evaluation—0
Learning to Rank Academic Experts in the DBLP Dataset—0
Using Rank Aggregation for Expert Search in Academic Digital Libraries—0
Responding to Retrieval: A Proposal to Use Retrieval Information for Better Presentation of Website Content—0
oAdaBoost: An AdaBoost Variant for Ordinal ClassificationCode0
Bibliometric-enhanced Information Retrieval: 2nd International BIR Workshop—0
Social Participation Ontology: community documentation, enhancements and use examples—0
Arabic Text Categorization Algorithm using Vector Evaluation Method—0
Which Step Do I Take First? Troubleshooting with Bayesian Models—0
Consistent Classification Algorithms for Multi-class Non-Decomposable Performance Metrics—0
Persian Sentiment Analyzer: A Framework based on a Novel Feature Selection Method—0
Semantic Modelling with Long-Short-Term Memory for Information Retrieval—0
Application of Topic Models to Judgments from Public Procurement Domain—0
Tools for Terminology Processing—0
Efficient Optimization for Average Precision SVM—0
LMSim : Computing Domain-specific Semantic Word Similarities Using a Language Modeling Approach—0
Taking Antonymy Mask off in Vector Space—0
Semantic Frame-based Statistical Approach for Topic Detection—0
Named Entity Based Answer Extraction form Hindi Text Corpus Using n-grams—0
Automatically Building a Corpus for Sentiment Analysis on Indonesian Tweets—0
Transition-based Knowledge Graph Embedding with Relational Mapping Properties—0
Retrieval Term Prediction Using Deep Belief Networks—0
Recognition of Sarcasms in Tweets Based on Concept Level Sentiment Analysis and Supervised Learning ApproachesCode0
A Probabilistic Translation Method for Dictionary-based Cross-lingual Information Retrieval in Agglutinative Languages—0
Multilingual lexical resources to detect cognates in non-aligned texts—0
Analysis of Coreference Relations in the Biomedical Literature—0
The Effect of Temporal-based Term Selection for Text Classification—0
POLYGLOT-NER: Massive Multilingual Named Entity Recognition—0
Bilingual Sentence Alignment of a Parallel Corpus by Using English as a Pivot Language—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