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 4201–4250 of 4740 papers

TitleStatusHype
Boundary-based MWE segmentation with text partitioning—0
Brahmi-Net: A transliteration and script conversion system for languages of the Indian subcontinent—0
Brain-Machine Interfaces & Information Retrieval Challenges and Opportunities—0
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking—0
Bridging Dense and Sparse Maximum Inner Product Search—0
Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?—0
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling—0
Bridging the Gap Between Scope-based and Event-based Negation/Speculation Annotations: A Bridge Not Too Far—0
Bridging the Gap: Incorporating a Semantic Similarity Measure for Effectively Mapping PubMed Queries to Documents—0
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL—0
Brown University at TREC Deep Learning 2019—0
BUAP: Evaluating Features for Multilingual and Cross-Level Semantic Textual Similarity—0
BUCEADOR, a multi-language search engine for digital libraries—0
Bug Fix Time Optimization Using Matrix Factorization and Iterative Gale-Shaply Algorithms—0
Build Fast and Accurate Lemmatization for Arabic—0
Building a Better Bitext for Structurally Different Languages through Self-training—0
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes—0
Building a Crisis Management Term Resource for Social Media: The Case of Floods and Protests—0
Building a Dataset of Multilingual Cognates for the Romanian Lexicon—0
Building a Finnish SOM-based ontology concept tagger and harvester—0
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition—0
Building a Lexicon of Formulaic Language for Language Learners—0
Building a Macro Chinese Discourse Treebank—0
Building and Exploring Semantic Equivalences Resources—0
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust—0
Building an Enhanced Autoregressive Document Retriever Leveraging Supervised Contrastive Learning—0
Building a Scientific Concept Hierarchy Database (SCHBase)—0
Building a WordNet for Sinhala—0
Building Chinese Event Type Paradigm Based on Trigger Clustering—0
Building Comparable Corpora Based on Bilingual LDA Model—0
Building Cross-Sectional Systematic Strategies By Learning to Rank—0
Building Dialectal Arabic Corpora—0
Building Discourse Parser for Thirukkural—0
Building English-Vietnamese Named Entity Corpus with Aligned Bilingual News Articles—0
Building Evaluation Datasets for Consumer-Oriented Information Retrieval—0
Building Interpretable and Reliable Open Information Retriever for New Domains Overnight—0
Building Large Chinese Corpus for Spoken Dialogue Research in Specific Domains—0
Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach—0
Building Multiword Expressions Bilingual Lexicons for Domain Adaptation of an Example-Based Machine Translation System—0
Building of Networks of Natural Hierarchies of Terms Based on Analysis of Texts Corpora—0
Building Specialized Bilingual Lexicons Using Large Scale Background Knowledge—0
Building the Chinese Open Wordnet (COW): Starting from Core Synsets—0
BURT: BERT-inspired Universal Representation from Learning Meaningful Segment—0
But What Do We Actually Know?—0
C^3DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era—0
Cache-Aided Multi-User Private Information Retrieval using PDAs—0
Caching and Reproducibility: Making Data Science experiments faster and FAIRer—0
當代非監督式方法之比較於節錄式語音摘要 (An Empirical Comparison of Contemporary Unsupervised Approaches for Extractive Speech Summarization) [In Chinese]—0
CAISSON: Concept-Augmented Inference Suite of Self-Organizing Neural Networks—0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—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