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 851–875 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
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval—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
An experimental comparison of label selection methods for hierarchical document clusters—0
Building Discourse Parser for Thirukkural—0
Agent Assist through Conversation Analysis—0
Building Evaluation Datasets for Consumer-Oriented Information Retrieval—0
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change—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
An Exam-based Evaluation Approach Beyond Traditional Relevance Judgments—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
Benchmarking Sub-Genre Classification For Mainstage Dance Music—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