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 2651–2675 of 4740 papers

TitleStatusHype
The Challenges of Optimizing Machine Translation for Low Resource Cross-Language Information Retrieval—0
Weakly Supervised Attentional Model for Low Resource Ad-hoc Cross-lingual Information Retrieval—0
Entity resolution for noisy ASR transcripts—0
TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration—0
Leveraging Medical Literature for Section Prediction in Electronic Health Records—0
Applying BERT to Document Retrieval with Birch—0
MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering—0
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling—0
A Modular Architecture for Unsupervised Sarcasm Generation—0
A neural document language modeling framework for spoken document retrieval—0
Lexical Learning as an Online Optimal Experiment: Building Efficient Search Engines through Human-Machine Collaboration—0
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled LearningCode0
Multi-Module System for Open Domain Chinese Question Answering over Knowledge Base—0
A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsCode0
BanditRank: Learning to Rank Using Contextual Bandits—0
Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking—0
A Comparison of Semantic Similarity Methods for Maximum Human Interpretability—0
Entity Summarization: State of the Art and Future Challenges—0
Indoor Information Retrieval using Lifelog Data—0
The Role of Coded Side Information in Single-Server Private Information Retrieval—0
Rule based Approach for Word Normalization by resolving Transcription Ambiguity in Transliterated Search Queries—0
Answering Complex Open-domain Questions Through Iterative Query GenerationCode0
Link Prediction via Graph Attention Network—0
Measuring Sentences Similarity: A Survey—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural NetworkCode0
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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