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 601–625 of 4740 papers

TitleStatusHype
ChordSync: Conformer-Based Alignment of Chord Annotations to Music Audio—0
A White Box Analysis of ColBERT—0
Backdoored Retrievers for Prompt Injection Attacks on Retrieval Augmented Generation of Large Language Models—0
Back up your Stance: Recognizing Arguments in Online Discussions—0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents—0
Applying Neural Networks to English-Chinese Named Entity Transliteration—0
Applying Graph-based Keyword Extraction to Document Retrieval—0
A Large Scale Evaluation of Distributional Semantic Models: Parameters, Interactions and Model Selection—0
Applying Deep Neural Network to Retrieve Relevant Civil Law Articles—0
Applying Core Scientific Concepts to Context-Based Citation Recommendation—0
A Large Automatically-Acquired All-Words List of Multiword Expressions Scored for Compositionality—0
Adaptability of Neural Networks on Varying Granularity IR Tasks—0
Applying BERT to Document Retrieval with Birch—0
Applying a Naive Bayes Similarity Measure to Word Sense Disambiguation—0
A Knowledge Graph-Based Search Engine for Robustly Finding Doctors and Locations in the Healthcare Domain—0
Application of Topic Models to Judgments from Public Procurement Domain—0
Application of Localized Similarity for Web Documents—0
A Knowledge-Based Approach to Word Sense Disambiguation by distributional selection and semantic features—0
Activity Auto-Completion: Predicting Human Activities From Partial Videos—0
Accommodation of Conversational Code-Choice—0
Application of a Semantic Search Algorithm to Semi-Automatic GUI Generation—0
Apples to Oranges: Evaluating Image Annotations from Natural Language Processing Systems—0
A Joint Segmentation and Classification Framework for Sentiment Analysis—0
A Possibilistic Approach for Automatic Word Sense Disambiguation—0
A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification—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