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 2401–2425 of 4740 papers

TitleStatusHype
Overlapping Spaces for Compact Graph RepresentationsCode0
On-The-Fly Information Retrieval Augmentation for Language Models—0
Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings—0
An Assessment of Language Identification Methods on Tweets and Wikipedia Articles—0
Neural Multi-task Text Normalization and Sanitization with Pointer-Generator—0
DoQA - Accessing Domain-Specific FAQs via Conversational QA—0
Machine Reading of Historical EventsCode0
Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain—0
Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding—0
CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval TaskCode0
Answering Questions on COVID-19 in Real-TimeCode1
Learning Optimal Tree Models Under Beam Search—0
Pre-training via ParaphrasingCode1
LPar -- A Distributed Multi Agent platform for building Polyglot, Omni Channel and Industrial grade Natural Language Interfaces—0
TweetsCOV19 -- A Knowledge Base of Semantically Annotated Tweets about the COVID-19 PandemicCode0
RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image Classification—0
Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet—0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top—0
Automatic Query Optimization for Retrieving Traffic Tweets—0
Chatbot: A Conversational Agent employed with Named Entity Recognition Model using Artificial Neural Network—0
Neural Topic Modeling with Continual Lifelong LearningCode1
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization—0
Visual Attention for Musical Instrument Recognition—0
Generative Semantic Hashing Enhanced via Boltzmann Machines—0
Enabling Joint Communication and Radar Sensing in Mobile Networks -- A Survey—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