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 2451–2475 of 4740 papers

TitleStatusHype
CORD19STS: COVID-19 Semantic Textual Similarity Dataset—0
On-The-Fly Information Retrieval Augmentation for Language Models—0
Neural Multi-task Text Normalization and Sanitization with Pointer-Generator—0
Machine Reading of Historical EventsCode0
CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval TaskCode0
An Assessment of Language Identification Methods on Tweets and Wikipedia Articles—0
Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding—0
Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain—0
Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings—0
DoQA - Accessing Domain-Specific FAQs via Conversational QA—0
Learning Optimal Tree Models Under Beam Search—0
TweetsCOV19 -- A Knowledge Base of Semantically Annotated Tweets about the COVID-19 PandemicCode0
LPar -- A Distributed Multi Agent platform for building Polyglot, Omni Channel and Industrial grade Natural Language Interfaces—0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top—0
Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet—0
RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image Classification—0
Automatic Query Optimization for Retrieving Traffic Tweets—0
Chatbot: A Conversational Agent employed with Named Entity Recognition Model using Artificial Neural Network—0
Visual Attention for Musical Instrument Recognition—0
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization—0
Generative Semantic Hashing Enhanced via Boltzmann Machines—0
Enabling Joint Communication and Radar Sensing in Mobile Networks -- A Survey—0
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search—0
ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search—0
Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval—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