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 2501–2550 of 4740 papers

TitleStatusHype
Conversational Question Answering over Passages by Leveraging Word Proximity NetworksCode1
Evaluating Stochastic Rankings with Expected Exposure—0
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERTCode2
Choppy: Cut Transformer For Ranked List Truncation—0
Methods for Computing Legal Document Similarity: A Comparative Study—0
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document MatchingCode0
SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic LiftingCode1
Cross-lingual Information Retrieval with BERTCode0
Question Answering over Curated and Open Web Sources—0
Learning Term Discrimination—0
TCNN: Triple Convolutional Neural Network Models for Retrieval-based Question Answering System in E-commerce—0
Coupled intrinsic and extrinsic human language resource-based query expansion—0
Natural language technology and query expansion: issues, state-of-the-art and perspectives—0
Boilerplate Removal using a Neural Sequence Labeling ModelCode1
CORD-19: The COVID-19 Open Research DatasetCode1
Transformer Reasoning Network for Image-Text Matching and RetrievalCode1
Approximate Nearest Neighbour Search on Privacy-aware Encoding of User Locations to Identify Susceptible Infections in Simulated EpidemicsCode0
The Effect of the Multi-Layer Text Summarization Model on the Efficiency and Relevancy of the Vector Space-based Information Retrieval—0
An approach based on Combination of Features for automatic news retrieval—0
Distributed Evolution of Deep Autoencoders—0
Musical Features for Automatic Music Transcription Evaluation—0
Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding)—0
ArCOV-19: The First Arabic COVID-19 Twitter Dataset with Propagation NetworksCode0
Towards Automatic Generation of Questions from Long Answers—0
Investigation of Singing Voice Separation for Singing Voice Detection in Polyphonic Music—0
Rapformer: Conditional Rap Lyrics Generation with Denoising Autoencoders—0
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering—0
Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory—0
Impact of Semantic Granularity on Geographic Information Search Support—0
Unification-based Reconstruction of Multi-hop Explanations for Science QuestionsCode0
Concept-aware Geographic Information Retrieval—0
Topological Data Analysis in Text Classification: Extracting Features with Additive Information—0
Real-time information retrieval from Identity cards—0
A Joint Approach to Compound Splitting and Idiomatic Compound Detection—0
Exploring Inherent Properties of the Monophonic Melody of Songs—0
Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks—0
GFTE: Graph-based Financial Table ExtractionCode1
Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS OnlineCode0
Quantifying Musical Style: Ranking Symbolic Music based on Similarity to a StyleCode1
Optimizing Revenue while showing Relevant Assortments at ScaleCode1
Automatic Signboard Detection and Localization in Densely Populated Developing CitiesCode0
Just SLaQ When You Approximate: Accurate Spectral Distances for Web-Scale Graphs—0
Word Sense Disambiguation: A comprehensive knowledge exploitation framework—0
The hypergeometric test performs comparably to TF-IDF on standard text analysis tasksCode0
Quantifying daseinisation using Shannon entropy—0
A Nepali Rule Based Stemmer and its performance on different NLP applications—0
Regret Minimization in Stochastic Contextual Dueling Bandits—0
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey—0
Differentiable Top-k Operator with Optimal Transport—0
Historical Document Processing: Historical Document Processing: A Survey of Techniques, Tools, and Trends—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