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Machine Learning
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Core Methods
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Retrieval
92 directly classified papers
Papers per year
2008: 1
2009: 1
2010: 1
2011: 1
2012: 1
2013: 6
2014: 4
2015: 7
2016: 5
2017: 5
2018: 3
2019: 8
2020: 5
2021: 7
2022: 7
2023: 8
2024: 7
2025: 14
2026: 1
Papers
ALEX:A Light Editing-knowledge Extractor
AAAI 2026
Distribution-Consistency-Guided Multi-modal Hashing
AAAI 2025
DRUM: Learning Demonstration Retriever for Large MUlti-modal Models
ACL 2025
DiCA: Disambiguated Contrastive Alignment for Cross-Modal Retrieval with Partial Labels
AAAI 2025
A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge
NAACL 2025
pEBR: A Probabilistic Approach to Embedding Based Retrieval
EMNLP 2025
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation
ACL 2025
TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval
ACL 2025
Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval
CVPR 2025
ipezoTU at SemEval-2025 Task 7: Hybrid Ensemble Retrieval for Multilingual Fact-Checking
ACL 2025
Know2Vec: A Black-Box Proxy for Neural Network Retrieval
AAAI 2025
JU_NLP at SemEval-2025 Task 7: Leveraging Transformer-Based Models for Multilingual & Crosslingual Fact-Checked Claim Retrieval
ACL 2025
Angular Dispersion Accelerates k-Nearest Neighbors Machine Translation
EMNLP 2025
Asymmetric Cross-Modal Hashing Based on Formal Concept Analysis
AAAI 2025
KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing
AAAI 2025
KTRL+F: Knowledge-Augmented In-Document Search
NAACL 2024
MDR: Model-Specific Demonstration Retrieval at Inference Time for In-Context Learning
NAACL 2024
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases
EMNLP 2024
On Train-Test Class Overlap and Detection for Image Retrieval
CVPR 2024
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages
ACL 2024
MINERS: Multilingual Language Models as Semantic Retrievers
EMNLP 2024
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval
EMNLP 2024
Hierarchical Event Grounding
AAAI 2023
Unified Demonstration Retriever for In-Context Learning
ACL 2023
FAA: Fine-grained Attention Alignment for Cascade Document Ranking
ACL 2023
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