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 851–900 of 4740 papers

TitleStatusHype
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
``A Passage to India'': Pre-trained Word Embeddings for Indian Languages—0
Building a Scientific Concept Hierarchy Database (SCHBase)—0
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model—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
BERTaú: Itaú BERT for digital customer service—0
Building Discourse Parser for Thirukkural—0
An Extensible Multilingual Open Source Lemmatizer—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
Bernoulli Embeddings for Graphs—0
Building Specialized Bilingual Lexicons Using Large Scale Background Knowledge—0
Building the Chinese Open Wordnet (COW): Starting from Core Synsets—0
A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification—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
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval—0
An experimental comparison of label selection methods for hierarchical document clusters—0
CAISSON: Concept-Augmented Inference Suite of Self-Organizing Neural Networks—0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—0
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain—0
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care—0
Applying a Naive Bayes Similarity Measure to Word Sense Disambiguation—0
Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation—0
Agent Assist through Conversation Analysis—0
Can MusicGen Create Training Data for MIR Tasks?—0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
Applying Deep Neural Network to Retrieve Relevant Civil Law Articles—0
Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation—0
Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations—0
Care Episode Retrieval—0
Careful Selection of Knowledge to solve Open Book Question Answering—0
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change—0
An Exam-based Evaluation Approach Beyond Traditional Relevance Judgments—0
Benchmarking Sub-Genre Classification For Mainstage Dance Music—0
Case law retrieval: problems, methods, challenges and evaluations in the last 20 years—0
CAS: French Corpus with Clinical Cases—0
Categorization of Turkish News Documents with Morphological Analysis—0
An Exact Algorithm for F-Measure Maximization—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