Taeho Hwang
5 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Natural Language Processing
(3)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Applications · Natural Language Processing
(2)
Generation
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Core Methods
(1)
Keywords
retrieval-augmented generation
(3)
document retrieval
(2)
large language model
(2)
information retrieval
(1)
passage retrieval
(1)
model merging
(1)
dense retrieval
(1)
semantic matching
(1)
adversarial attack
(1)
inference acceleration
(1)
robustness evaluation
(1)
speculative decoding
(1)
inference latency
(1)
genetic algorithm
(1)
inference speedup
(1)
sentence classification
(1)
open-domain question answering
(1)
retrieval model
(1)
text perturbation
(1)
context compression
(1)
Papers
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation
ACL 2025
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding
NAACL 2025
Temporal Information Retrieval via Time-Specifier Model Merging
ACL 2025
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation
ACL 2024
Typos that Broke the RAG’s Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations
EMNLP 2024