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 601–625 of 4740 papers

TitleStatusHype
Pushing the boundary on Natural Language Inference—0
Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval—0
Replication and Exploration of Generative Retrieval over Dynamic Corpora—0
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents—0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction—0
Stitching Inner Product and Euclidean Metrics for Topology-aware Maximum Inner Product Search—0
The 1st EReL@MIR Workshop on Efficient Representation Learning for Multimodal Information Retrieval—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
How Large Language Models Are Changing MOOC Essay Answers: A Comparison of Pre- and Post-LLM Responses—0
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild—0
Validating LLM-Generated Relevance Labels for Educational Resource Search—0
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents—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
Progressive Rock Music Classification—0
CSPLADE: Learned Sparse Retrieval with Causal Language Models—0
Streamlining Biomedical Research with Specialized LLMs—0
Brain-Machine Interfaces & Information Retrieval Challenges and Opportunities—0
On Precomputation and Caching in Information Retrieval Experiments with Pipeline Architectures—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
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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