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 601–650 of 4740 papers

TitleStatusHype
Pushing the boundary on Natural Language Inference—0
Replication and Exploration of Generative Retrieval over Dynamic Corpora—0
Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval—0
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents—0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction—0
The 1st EReL@MIR Workshop on Efficient Representation Learning for Multimodal Information Retrieval—0
Stitching Inner Product and Euclidean Metrics for Topology-aware Maximum Inner Product Search—0
LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval—0
LLM-Driven Usefulness Judgment for Web Search EvaluationCode0
Exploring the Potential for Large Language Models to Demonstrate Rational Probabilistic BeliefsCode0
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild—0
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents—0
Validating LLM-Generated Relevance Labels for Educational Resource Search—0
How Large Language Models Are Changing MOOC Essay Answers: A Comparison of Pre- and Post-LLM Responses—0
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance JudgmentCode0
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation—0
Optimizing Compound Retrieval Systems—0
Streamlining Biomedical Research with Specialized LLMs—0
CSPLADE: Learned Sparse Retrieval with Causal Language Models—0
Progressive Rock Music Classification—0
On Precomputation and Caching in Information Retrieval Experiments with Pipeline Architectures—0
Brain-Machine Interfaces & Information Retrieval Challenges and Opportunities—0
Span-level Emotion-Cause-Category Triplet Extraction with Instruction Tuning LLMs and Data AugmentationCode0
Ordinary Least Squares as an Attention Mechanism—0
A Reproducibility Study of Graph-Based Legal Case Retrieval—0
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering—0
Code-Craft: Hierarchical Graph-Based Code Summarization for Enhanced Context Retrieval—0
VLMT: Vision-Language Multimodal Transformer for Multimodal Multi-hop Question Answering—0
Learning from Elders: Making an LLM-powered Chatbot for Retirement Communities more Accessible through User-centered Design—0
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction—0
Exploring Human-Like Thinking in Search Simulations with Large Language ModelsCode0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability PerspectiveCode0
REANIMATOR: Reanimate Retrieval Test Collections with Extracted and Synthetic ResourcesCode0
Evaluating Retrieval Augmented Generative Models for Document Queries in Transportation Safety—0
SafeChat: A Framework for Building Trustworthy Collaborative Assistants and a Case Study of its UsefulnessCode0
StealthRank: LLM Ranking Manipulation via Stealthy Prompt OptimizationCode0
MicroNN: An On-device Disk-resident Updatable Vector Database—0
CCSK:Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models—0
Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling—0
How Relevance Emerges: Interpreting LoRA Fine-Tuning in Reranking LLMs—0
Generative AI Enhanced Financial Risk Management Information RetrievalCode0
EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline—0
Talk2X -- An Open-Source Toolkit Facilitating Deployment of LLM-Powered Chatbots on the WebCode0
Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval—0
AD-GPT: Large Language Models in Alzheimer's Disease—0
Extending MovieLens-32M to Provide New Evaluation Objectives—0
GeoRAG: A Question-Answering Approach from a Geographical Perspective—0
Horizon Scans can be accelerated using novel information retrieval and artificial intelligence tools—0
Information Retrieval for Climate Impact—0
On the Reproducibility of Learned Sparse Retrieval Adaptations for Long DocumentsCode0
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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