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 3026–3050 of 4740 papers

TitleStatusHype
Denoising Distantly Supervised Open-Domain Question AnsweringCode0
Product-based Neural Networks for User Response Prediction over Multi-field Categorical DataCode0
The Historical Significance of Textual DistancesCode0
Impact of the Query Set on the Evaluation of Expert Finding SystemsCode0
Evaluation of Information Retrieval Systems Using Structural Equation Modelling—0
Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach—0
An empirical study on the names of points of interest and their changes with geographic distanceCode0
Comparative Analysis of Neural QA models on SQuAD—0
Convergence of Learning Dynamics in Information Retrieval Games—0
Towards Theoretical Understanding of Weak Supervision for Information Retrieval—0
Explainable Agreement through Simulation for Tasks with Subjective Labels—0
Information Retrieval in African Languages—0
Named Entity Recognition with Extremely Limited DataCode0
Distributed Evaluations: Ending Neural Point Metrics—0
Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances—0
Learning to Search in Long Documents Using Document StructureCode0
Measuring Conversational Productivity in Child Forensic Interviews—0
Unsupervised Learning for Surgical Motion by Learning to Predict the Future—0
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual FeaturesCode0
Revisiting Singing Voice Detection: a Quantitative Review and the Future OutlookCode0
Automatic Distractor Suggestion for Multiple-Choice Tests Using Concept Embeddings and Information Retrieval—0
Fast Query Expansion on an Accounting Corpus using Sub-Word Embeddings—0
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models—0
EICA Team at SemEval-2018 Task 2: Semantic and Metadata-based Features for Multilingual Emoji Prediction—0
LIS at SemEval-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji Prediction—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