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 2701–2725 of 4740 papers

TitleStatusHype
Overview of the MEDIQA 2019 Shared Task on Textual Inference, Question Entailment and Question AnsweringCode1
ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model—0
Segmentation for Domain Adaptation in Arabic—0
Text-to-SQL Generation for Question Answering on Electronic Medical RecordsCode0
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction—0
Modelling Dynamic Interactions between Relevance Dimensions—0
Fine-Grained Sentence Functions for Short-Text Conversation—0
Careful Selection of Knowledge to solve Open Book Question Answering—0
Overview and Results: CL-SciSumm Shared Task 2019Code0
Mining Temporal Evolution of Knowledge Graph and Genealogical Features for Literature-based Discovery PredictionCode0
Greedy Optimized Multileaving for PersonalizationCode0
A Neural Turing~Machine for Conditional Transition Graph Modeling—0
Learning Complex Basis Functions for Invariant Representations of AudioCode0
High Dimensional Similarity Search with Satellite System Graph: Efficiency, Scalability, and Unindexed Query CompatibilityCode1
Proceedings of FACTS-IR 2019—0
ReQA: An Evaluation for End-to-End Answer Retrieval ModelsCode0
Let's measure run time! Extending the IR replicability infrastructure to include performance aspects—0
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks—0
Qwant Research @DEFT 2019: Document matching and information retrieval using clinical cases—0
Extraction and Analysis of Fictional Character Networks: A SurveyCode0
Latent Dirichlet Allocation Based Acoustic Data Selection for Automatic Speech Recognition—0
Spoken WordNet—0
Recherche et extraction d'information dans des cas cliniques. Pr\'esentation de la campagne d'\'evaluation DEFT 2019 (Information Retrieval and Information Extraction from Clinical Cases)—0
Qwant Research @DEFT 2019 : appariement de documents et extraction d'informations \`a partir de cas cliniques (Document matching and information retrieval using clinical cases)—0
D\'etecter la non-adh\'erence m\'edicamenteuse dans les forums de discussion avec les m\'ethodes de recherche d'information (Detect drug non-compliance in Internet fora using Information Retrieval methods )—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