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 2451–2500 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
Stopwords in Technical Language Processing—0
Asymmetric Leaky Private Information Retrieval—0
Open-Domain Question Answering with Pre-Constructed Question Spaces—0
Eye Movements Biometrics: A Bibliometric Analysis from 2004 to 2019—0
DEFT 2020 : d\'etection de similarit\'e entre phrases et extraction d'information (DEFT 2020 : sentence similarity detection and information retrieval )—0
Recognizing Chinese Judicial Named Entity using BiLSTM-CRF—0
CodeMatcher: Searching Code Based on Sequential Semantics of Important Query Words—0
NARMADA: Need and Available Resource Managing Assistant for Disasters and AdversitiesCode0
A Study of Neural Matching Models for Cross-lingual IR—0
Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator—0
Towards Finite-State Morphology of Kurdish—0
Evaluating Information Retrieval Systems for Kids—0
GLEAKE: Global and Local Embedding Automatic Keyphrase Extraction—0
Conversational Search -- A Report from Dagstuhl Seminar 19461—0
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-CommerceCode0
Tiering as a Stochastic Submodular Optimization Problem—0
How Context Affects Language Models' Factual Predictions—0
TREC-COVID: Constructing a Pandemic Information Retrieval Test Collection—0
A Social Search Model for Large Scale Social Networks—0
Modeling Document Interactions for Learning to Rank with Regularized Self-Attention—0
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting—0
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization—0
Understanding Scanned Receipts—0
Hierarchical Knowledge Graphs: A Novel Information Representation for Exploratory Search Tasks—0
DoQA -- Accessing Domain-Specific FAQs via Conversational QA—0
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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