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 3376–3400 of 4740 papers

TitleStatusHype
Accelerating Innovation Through Analogy Mining—0
Active learning in annotating micro-blogs dealing with e-reputationCode0
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents—0
An Empirical Study of Some Selected IR Models for Bengali Monolingual Information Retrieval—0
Collaborative Summarization of Topic-Related Videos—0
Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities—0
A Random-Fern based Feature Approach for Image Matching—0
Book Review: Linked Lexical Knowledge Bases Foundations and Applications by Iryna Gurevych, Judith Eckle-er and Michael Matuschek—0
當代非監督式方法之比較於節錄式語音摘要 (An Empirical Comparison of Contemporary Unsupervised Approaches for Extractive Speech Summarization) [In Chinese]—0
Ranking to Learn and Learning to Rank: On the Role of Ranking in Pattern Recognition Applications—0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
Ask the Right Questions: Active Question Reformulation with Reinforcement LearningCode0
Faceted classification: management and use—0
Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking—0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
Machine learning methods for multimedia information retrieval—0
Benchmark for Complex Answer RetrievalCode0
Relevance-based Word Embedding—0
Machine Learning with World Knowledge: The Position and Survey—0
Neural Models for Information Retrieval—0
Improving Optical Character Recognition of Finnish Historical Newspapers with a Combination of Fraktur \& Antiqua Models and Image Preprocessing—0
Creating register sub-corpora for the Finnish Internet Parsebank—0
Scaling Active Search using Linear Similarity FunctionsCode0
Neural Ranking Models with Weak SupervisionCode0
Recognizing Descriptive Wikipedia Categories for Historical Figures—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