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 3401–3450 of 4740 papers

TitleStatusHype
Multi-Class Quantum Convolutional Neural Networks—0
Multi-Document Summarization using Automatic Key-Phrase Extraction—0
Multi-document Summarization Using Bipartite Graphs—0
Multi-Faceted Question Complexity Estimation Targeting Topic Domain-Specificity—0
Multi-hop Question Answering over Knowledge Graphs using Large Language Models—0
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity—0
Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT—0
Multi-Label Learning to Rank through Multi-Objective Optimization—0
Multilabel reductions: what is my loss optimising?—0
Neural Approaches to Multilingual Information Retrieval—0
Multilingual Evaluation of Semantic Textual Relatedness—0
Multilingual lexical resources to detect cognates in non-aligned texts—0
Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access—0
Multilingual Multi-Document Summarization with POLY2—0
Multilingual Open QA on the MIA Shared Task—0
Multilingual Representation Distillation with Contrastive Learning—0
Multi-Lingual Sentiment Analysis of Social Data Based on Emotion-Bearing Patterns—0
Multilingual Summarization with Polytope Model—0
Multilingual Test Sets for Machine Translation of Search Queries for Cross-Lingual Information Retrieval in the Medical Domain—0
Multimodal Comparable Corpora as Resources for Extracting Parallel Data: Parallel Phrases Extraction—0
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval—0
Multimodal dialogue segmentation with gesture post-processing—0
Multimodal Entity Tagging with Multimodal Knowledge Base—0
Multimodal Information Retrieval for Open World with Edit Distance Weak Supervision—0
Multimodal Learning with Deep Boltzmann Machines—0
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering—0
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions—0
Multimodal Mood Classification - A Case Study of Differences in Hindi and Western Songs—0
Multimodal music information processing and retrieval: survey and future challenges—0
Multi-Modal Music Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis—0
Multimodal Query Suggestion with Multi-Agent Reinforcement Learning from Human Feedback—0
Multimodal Representation Alignment for Cross-modal Information Retrieval—0
Multi-Modal Representations for Improved Bilingual Lexicon Learning—0
Multimodal Search on Iconclass using Vision-Language Pre-Trained Models—0
Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization—0
Multi-Module System for Open Domain Chinese Question Answering over Knowledge Base—0
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain—0
Multi-Perspective Semantic Information Retrieval—0
Multiple Document Representations from News Alerts for Automated Bio-surveillance Event Detection—0
Multiple In-text Reference Aggregation Phenomenon—0
Multiresolution Graph Attention Networks for Relevance Matching—0
Multi-Server Private Linear Computation with Joint and Individual Privacy Guarantees—0
Multi-source Multi-view Transfer Learning in Neural Topic Modeling with Pretrained Topic and Word Embeddings—0
Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems—0
Multi-stage Information Retrieval for Vietnamese Legal Texts—0
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering—0
Multitask Learning based Deep Learning Model for Music Artist and Language Recognition—0
Multitask learning for instrument activation aware music source separation—0
MultiUN v2: UN Documents with Multilingual Alignments—0
Multivariate Gaussian Topic Modelling: A novel approach to discover topics with greater semantic coherence—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