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 2626–2650 of 4740 papers

TitleStatusHype
A Modular Architecture for Unsupervised Sarcasm Generation—0
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling—0
Applying BERT to Document Retrieval with Birch—0
Exploring Diverse Expressions for Paraphrase Generation—0
Leveraging Medical Literature for Section Prediction in Electronic Health Records—0
The Challenges of Optimizing Machine Translation for Low Resource Cross-Language Information Retrieval—0
MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering—0
Learning a Representation for Cover Song Identification Using Convolutional Neural NetworkCode1
TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration—0
RDoC Task at BioNLP-OST 2019—0
Weakly Supervised Attentional Model for Low Resource Ad-hoc Cross-lingual Information Retrieval—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
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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