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 4301–4350 of 4740 papers

TitleStatusHype
CIST System for CL-SciSumm 2016 Shared Task—0
Citation Analysis with Neural Attention Models—0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction—0
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation—0
Classification on Sentence Embeddings for Legal Assistance—0
Classifying Gene Sentences in Biomedical Literature by Combining High-Precision Gene Identifiers—0
CLEAR -- Simple Corpus for Medical French—0
Clinical Data-Driven Probabilistic Graph Processing—0
CLINIQA: A Machine Intelligence Based Clinical Question Answering System—0
CLIP-AE: CLIP-assisted Cross-view Audio-Visual Enhancement for Unsupervised Temporal Action Localization—0
VITR: Augmenting Vision Transformers with Relation-Focused Learning for Cross-Modal Information Retrieval—0
CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval—0
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents—0
Cluster-Based Information Retrieval by using (K-means)- Hierarchical Parallel Genetic Algorithms Approach—0
CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following—0
Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction—0
Coarse to Fine Grained Sense Disambiguation in Wikipedia—0
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models—0
Co-clustering of bilingual datasets as a mean for assisting the construction of thematic bilingual comparable corpora—0
Codebook based Audio Feature Representation for Music Information Retrieval—0
Code-Craft: Hierarchical Graph-Based Code Summarization for Enhanced Context Retrieval—0
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation—0
Coding for Random Projections—0
Co-Embedding: Discovering Communities on Bipartite Graphs through Projection—0
COfEE: A Comprehensive Ontology for Event Extraction from text—0
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings—0
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics—0
COIN: Co-Cluster Infomax for Bipartite Graphs—0
CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish—0
Collaborative Summarization of Topic-Related Videos—0
CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation—0
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence—0
Collective Matrix Factorization Hashing for Multimodal Data—0
Collective Named Entity Disambiguation using Graph Ranking and Clique Partitioning Approaches—0
Collective Search for Concept Disambiguation—0
Combining, Adapting and Reusing Bi-texts between Related Languages: Application to Statistical Machine Translation (invited talk)—0
Combining Compositionality and Pagerank for the Identification of Semantic Relations between Biomedical Words—0
Combining dependency information and generalization in a pattern-based approach to the classification of lexical-semantic relation instances—0
Combining Objective and Subjective Perspectives for Political News Understanding—0
Combining Statistical Translation Techniques for Cross-Language Information Retrieval—0
Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora—0
Combining syntactic patterns and Wikipedia's hierarchy of hyperlinks to extract meronym relations—0
Commentary on Quantum-Inspired Information Retrieval—0
Community Detection on Evolving Graphs—0
Comparative Analysis of Melodia and Time-Domain Adaptive Filtering based Model for Melody Extraction from Polyphonic Music—0
Comparative Analysis of Neural QA models on SQuAD—0
Comparative Analysis of Portuguese Named Entities Recognition Tools—0
Comparative Analysis of Retrieval Systems in the Real World—0
Comparative analysis of various web crawler algorithms—0
Comparative study of Authorship Identification Techniques for Cyber Forensics Analysis—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