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 3126–3150 of 4740 papers

TitleStatusHype
Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation Applications.Code0
Pronunciation Dictionaries for the Alsatian Dialects to Analyze Spelling and Phonetic Variation—0
A Multilingual Test Collection for the Semantic Search of Entity Categories—0
Automatic Identification of Research Fields in Scientific Papers—0
Profiling Medical Journal Articles Using a Gene Ontology Semantic TaggerCode0
Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach—0
Measuring Innovation in Speech and Language Processing Publications.—0
DEFT2018 : recherche d'information et analyse de sentiments dans des tweets concernant les transports en \^Ile de France (DEFT2018 : Information Retrieval and Sentiment Analysis in Tweets about Public Transportation in \^Ile de France Region )—0
Neural Caption Generation for News Images—0
KIT-Multi: A Translation-Oriented Multilingual Embedding Corpus—0
MMQA: A Multi-domain Multi-lingual Question-Answering Framework for English and Hindi—0
Overcoming the Long Tail Problem: A Case Study on CO2-Footprint Estimation of Recipes using Information Retrieval—0
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
Learning Multilingual Embeddings for Cross-Lingual Information Retrieval in the Presence of Topically Aligned Corpora—0
Training a Ranking Function for Open-Domain Question Answering—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
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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