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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3126–3150 of 4740 papers

TitleStatusHype
Academic-Industrial Perspective on the Development and Deployment of a Moderation System for a Newspaper Website—0
KRAUTS: A German Temporally Annotated News CorpusCode0
Building a Macro Chinese Discourse Treebank—0
Neural Caption Generation for News Images—0
Parallel Corpora for the Biomedical DomainCode1
Q-Map: Clinical Concept Mining from Clinical Documents—0
A Review of Automatic Drum Transcription—0
Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization—0
Learning a Deep Listwise Context Model for Ranking RefinementCode0
Improving the Representation and Conversion of Mathematical Formulae by Considering their Textual ContextCode0
On Using Non-Volatile Memory in Apache Lucene—0
Training a Ranking Function for Open-Domain Question Answering—0
Learning Multilingual Embeddings for Cross-Lingual Information Retrieval in the Presence of Topically Aligned Corpora—0
Report on the 7th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2018)—0
Approximate k-NN Graph Construction: a Generic Online Approach—0
A plug-in approach to maximising precision at the top and recall at the top—0
Joint Learning of Interactive Spoken Content Retrieval and Trainable User Simulator—0
Web2Text: Deep Structured Boilerplate RemovalCode0
Bernoulli Embeddings for Graphs—0
Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval—0
Studio Ousia's Quiz Bowl Question Answering System—0
Tell Me Why Is It So? Explaining Knowledge Graph Relationships by Finding Descriptive Support Passages—0
Feature Selection and Model Comparison on Microsoft Learning-to-Rank Data Sets—0
Geodabs: Trajectory Indexing Meets Fingerprinting at Scale—0
Gradient Augmented Information Retrieval with Autoencoders and Semantic Hashing—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