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 551–600 of 4740 papers

TitleStatusHype
MIRB: Mathematical Information Retrieval BenchmarkCode0
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking—0
NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search—0
Interpretable Traces, Unexpected Outcomes: Investigating the Disconnect in Trace-Based Knowledge Distillation—0
Unified Cross-modal Translation of Score Images, Symbolic Music, and Performance Audio—0
JIR-Arena: The First Benchmark Dataset for Just-in-time Information RecommendationCode0
UniMoCo: Unified Modality Completion for Robust Multi-Modal EmbeddingsCode0
Comparing Lexical and Semantic Vector Search Methods When Classifying Medical Documents—0
CRISP: Clustering Multi-Vector Representations for Denoising and Pruning—0
On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms—0
Towards Robust Evaluation of STEM Education: Leveraging MLLMs in Project-Based Learning—0
A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary RegularizationCode0
ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval—0
Evaluating LLM Metrics Through Real-World Capabilities—0
Lost in Transliteration: Bridging the Script Gap in Neural IR—0
Hakim: Farsi Text Embedding Model—0
TRAIL: Trace Reasoning and Agentic Issue Localization—0
QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines—0
MedEIR: A Specialized Medical Embedding Model for Enhanced Information Retrieval—0
Learning Music Audio Representations With Limited DataCode0
Artifact Sharing for Information Retrieval Research—0
QBR: A Question-Bank-Based Approach to Fine-Grained Legal Knowledge Retrieval for the General Public—0
MARK: Memory Augmented Refinement of Knowledge—0
QBD-RankedDataGen: Generating Custom Ranked Datasets for Improving Query-By-Document Search Using LLM-Reranking with Reduced Human Effort—0
Towards Large-scale Generative Ranking—0
CB-cPIR: Code-Based Computational Private Information Retrieval—0
Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse RetrievalCode0
Social Biases in Knowledge Representations of Wikidata separates Global North from Global SouthCode0
Evaluating Contrastive Feedback for Effective User SimulationsCode0
Bell's Inequalities and Entanglement in Corpora of Italian Language—0
Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal InterventionsCode0
Analyzing Cognitive Differences Among Large Language Models through the Lens of Social Worldview—0
Exploring new Approaches for Information Retrieval through Natural Language Processing—0
Ensuring Reproducibility in Generative AI Systems for General Use Cases: A Framework for Regression Testing and Open DatasetsCode0
Investigating Task Arithmetic for Zero-Shot Information RetrievalCode0
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass—0
Scalable Unit Harmonization in Medical Informatics Using Bi-directional Transformers and Bayesian-Optimized BM25 and Sentence Embedding Retrieval—0
Efficient Conversational Search via Topical Locality in Dense RetrievalCode0
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification—0
TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval—0
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QACode0
Are Information Retrieval Approaches Good at Harmonising Longitudinal Survey Questions in Social Science?—0
Federated One-Shot Learning with Data Privacy and Objective-Hiding—0
Information Retrieval in the Age of Generative AI: The RGB ModelCode0
OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis—0
Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal PerspectiveCode0
Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function CallingCode0
LLM-Evaluation Tropes: Perspectives on the Validity of LLM-Evaluations—0
Speaker Retrieval in the Wild: Challenges, Effectiveness and Robustness—0
Feature Fusion Revisited: Multimodal CTR Prediction for MMCTR ChallengeCode0
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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