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 2501–2525 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
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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