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 651–700 of 4740 papers

TitleStatusHype
Aud-Sur: An Audio Analyzer Assistant for Audio Surveillance Applications—0
Music Information Retrieval on Representative Mexican Folk Vocal Melodies Through MIDI Feature Extraction—0
GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement—0
Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of RelevanceCode0
DAT: Dynamic Alpha Tuning for Hybrid Retrieval in Retrieval-Augmented Generation—0
Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge RetrievalCode0
Low-Resource Transliteration for Roman-Urdu and Urdu Using Transformer-Based Models—0
FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement—0
A Survey on (M)LLM-Based GUI Agents—0
A Survey of Multimodal Retrieval-Augmented Generation—0
Context-Efficient Retrieval with Factual Decomposition—0
Reverse-Engineering the Retrieval Process in GenIR ModelsCode0
FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs—0
Enhanced Bloom's Educational Taxonomy for Fostering Information Literacy in the Era of Large Language Models—0
Robust-IR @ SIGIR 2025: The First Workshop on Robust Information Retrieval—0
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis—0
Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation—0
CCMusic: An Open and Diverse Database for Chinese Music Information Retrieval Research—0
Dense Retrieval for Low Resource Languages -- the Case of Amharic Language—0
Toward building next-generation Geocoding systems: a systematic review—0
A Survey of Large Language Model Agents for Question Answering—0
Satisfactory Medical Consultation based on Terminology-Enhanced Information Retrieval and Emotional In-Context Learning—0
EqualizeIR: Mitigating Linguistic Biases in Retrieval Models—0
Dense Passage Retrieval in Conversational SearchCode0
GreenIQ: A Deep Search Platform for Comprehensive Carbon Market Analysis and Automated Report Generation—0
ACE: A Cardinality Estimator for Set-Valued Queries—0
When Pigs Get Sick: Multi-Agent AI for Swine Disease Detection—0
Long Context Modeling with Ranked Memory-Augmented Retrieval—0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities—0
Multivariate Gaussian Topic Modelling: A novel approach to discover topics with greater semantic coherence—0
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval—0
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAGCode0
Annotating Scientific Uncertainty: A comprehensive model using linguistic patterns and comparison with existing approaches—0
Agent-Enhanced Large Language Models for Researching Political InstitutionsCode0
LLM-Driven Usefulness Labeling for IR Evaluation—0
Everything Can Be Described in Words: A Simple Unified Multi-Modal Framework with Semantic and Temporal Alignment—0
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning—0
JurisTCU: A Brazilian Portuguese Information Retrieval Dataset with Query Relevance Judgments—0
MultiConIR: Towards multi-condition Information RetrievalCode0
LongEval at CLEF 2025: Longitudinal Evaluation of IR Model Performance—0
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity DocumentsCode0
A Survey on Knowledge-Oriented Retrieval-Augmented Generation—0
Advancing Vietnamese Information Retrieval with Learning Objective and Benchmark—0
Improving Access to Trade and Investment Information in Thailand through Intelligent Document Retrieval—0
STAR: A Foundation Model-driven Framework for Robust Task Planning and Failure Recovery in Robotic Systems—0
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval—0
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence—0
Evaluating Answer Reranking Strategies in Time-sensitive Question Answering—0
HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs—0
Matrix Factorization for Inferring Associations and Missing Links—0
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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