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 1026–1050 of 4740 papers

TitleStatusHype
Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm—0
Evaluating Sakana's AI Scientist for Autonomous Research: Wishful Thinking or an Emerging Reality Towards 'Artificial Research Intelligence' (ARI)?—0
Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries—0
An Evaluation of Two Commercial Deep Learning-Based Information Retrieval Systems for COVID-19 Literature—0
BanditRank: Learning to Rank Using Contextual Bandits—0
A Game with a Purpose for Automatic Detection of Children's Speech Disabilities using Limited Speech Resources—0
Contribution au Niveau de l'Approche Indirecte à Base de Transfert dans la Traduction Automatique—0
After Dialog Went Pervasive: Separating Dialog Behavior Modeling and Task Modeling—0
Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval—0
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM—0
A Neural Turing~Machine for Conditional Transition Graph Modeling—0
Balanced Korean Word Spacing with Structural SVM—0
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers—0
IoT Network Security from the Perspective of Adversarial Deep Learning—0
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval—0
Bag-of-Words Baselines for Semantic Code Search—0
A Neural Network for Factoid Question Answering over Paragraphs—0
BAD LUC@WMT 2016: a Bilingual Document Alignment Platform Based on Lucene—0
Bacteria Biotope Detection, Ontology-based Normalization, and Relation Extraction using Syntactic Rules—0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses—0
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks—0
Continuous signal sparse encoding using analog neuromorphic variability—0
Contri(e)ve: Context + Retrieve for Scholarly Question Answering—0
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action—0
Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization—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