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 801–850 of 4740 papers

TitleStatusHype
Dynamics of Adversarial Attacks on Large Language Model-Based Search Engines—0
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation—0
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care—0
Retrieval-Augmented Generation for Mobile Edge Computing via Large Language Model—0
The Text Classification Pipeline: Starting Shallow going Deeper—0
Unsupervised dense retrieval with conterfactual contrastive learning—0
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian—0
Reversed in Time: A Novel Temporal-Emphasized Benchmark for Cross-Modal Video-Text RetrievalCode0
Research Experiment on Multi-Model Comparison for Chinese Text Classification Tasks—0
On the Robustness of Generative Information Retrieval ModelsCode0
Computational Analysis of Yaredawi YeZema Silt in Ethiopian Orthodox Tewahedo Church ChantsCode0
Annotating References to Mythological Entities in French Literature—0
Efficient Long Context Language Model Retrieval with Compression—0
LLM-based relevance assessment still can't replace human relevance assessment—0
Iterative NLP Query Refinement for Enhancing Domain-Specific Information Retrieval: A Case Study in Career ServicesCode0
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles—0
Bi-directional Mapping of Morphology Metrics and 3D City Blocks for Enhanced Characterization and Generation of Urban Form—0
EMPRA: Embedding Perturbation Rank Attack against Neural Ranking ModelsCode0
Music Genre Classification: Ensemble Learning with Subcomponents-level Attention—0
ECLIPSE: Contrastive Dimension Importance Estimation with Pseudo-Irrelevance Feedback for Dense Retrieval—0
Relational Programming with Foundation Models—0
Maybe you are looking for CroQS: Cross-modal Query Suggestion for Text-to-Image Retrieval—0
Adversarial Hubness in Multi-Modal RetrievalCode0
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics—0
Token-Level Graphs for Short Text ClassificationCode0
FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning—0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCOCode0
FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation—0
Investigating Mixture of Experts in Dense Retrieval—0
Establishing a Foundation for Tetun Ad-Hoc Text Retrieval: Stemming, Indexing, Retrieval, and Ranking—0
Searching Personal Collections—0
Learned Data Compression: Challenges and Opportunities for the Future—0
Unsupervised Named Entity Disambiguation for Low Resource DomainsCode0
Quantifying Positional Biases in Text Embedding ModelsCode0
PolyIPA -- Multilingual Phoneme-to-Grapheme Conversion Model—0
When Text Embedding Meets Large Language Model: A Comprehensive Survey—0
Exploring Multidimensional Checkworthiness: Designing AI-assisted Claim Prioritization for Human Fact-checkers—0
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language—0
In-Context Learning with Topological Information for Knowledge Graph Completion—0
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images—0
Machine Learning Information Retrieval and Summarisation to Support Systematic Review on Outcomes Based Contracting—0
Annotation Techniques for Judo Combat Phase Classification from Tournament Footage—0
Spatio-temporal Latent Representations for the Analysis of Acoustic Scenes in-the-wild—0
Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions—0
VP-MEL: Visual Prompts Guided Multimodal Entity Linking—0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations—0
Semantic Search and Recommendation Algorithm—0
Learning Cluster Representatives for Approximate Nearest Neighbor SearchCode0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—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