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 3176–3200 of 4740 papers

TitleStatusHype
Informed Group-Sparse Representation for Singing Voice Separation—0
Movie recommender system with metaheuristic artificial bee—0
Slugbot: An Application of a Novel and Scalable Open Domain Socialbot Framework—0
Advice from the Oracle: Really Intelligent Information Retrieval—0
Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results—0
Leveraging Data Resources for Cross-Linguistic Information Retrieval Using Statistical Machine Translation—0
Building a Finnish SOM-based ontology concept tagger and harvester—0
Leveraging Orthographic Similarity for Multilingual Neural Transliteration—0
Integrating Knowledge from Latent and Explicit Features for Triple Scoring - Team Radicchio's Triple Scorer at WSDM Cup 2017—0
Novel Ranking-Based Lexical Similarity Measure for Word Embedding—0
Use of Deep Learning in Modern Recommendation System: A Summary of Recent WorksCode0
Attentive Memory Networks: Efficient Machine Reading for Conversational SearchCode0
The NarrativeQA Reading Comprehension ChallengeCode0
Relation Extraction : A SurveyCode0
Learning Modality-Invariant Representations for Speech and Images—0
Exploiting Modern Hardware for High-Dimensional Nearest Neighbor Search—0
Sequence Mining and Pattern Analysis in Drilling Reports with Deep Natural Language Processing—0
IJCNLP-2017 Task 3: Review Opinion Diversification (RevOpiD-2017)—0
Leveraging Linguistic Resources for Improving Neural Text Classification—0
JU NITM at IJCNLP-2017 Task 5: A Classification Approach for Answer Selection in Multi-choice Question Answering System—0
MappSent at IJCNLP-2017 Task 5: A Textual Similarity Approach Applied to Multi-choice Question Answering in Examinations—0
Chinese Answer Extraction Based on POS Tree and Genetic Algorithm—0
YNU-HPCC at IJCNLP-2017 Task 5: Multi-choice Question Answering in Exams Using an Attention-based LSTM Model—0
Balancing Speed and Quality in Online Learning to Rank for Information RetrievalCode0
A Genetic Algorithm Approach for ImageRepresentation Learning through Color Quantization—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