Hoyun Song
14 papers · 2021–2026 · 6 venues · across top CS/AI venues
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large language model
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text classification
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synthetic data generation
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knowledge distillation
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question answering
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extractive summarization
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text generation
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information retrieval
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multi-label classification
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model merging
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document retrieval
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dense retrieval
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mental health detection
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Papers
Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation
ACL 2026
Semantic Hardness Is Not Visual Hardness: Sign-Aware Hard Negative Mining for Sign Language Retrieval
ACL 2026
Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives
ACL 2026
TReX: Tokenizer Regression for Optimal Data Mixture
EACL 2026
Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation
ACL 2025
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
Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation
ACL 2025
Temporal Information Retrieval via Time-Specifier Model Merging
ACL 2025
Ask LLMs Directly, βWhat shapes your bias?β: Measuring Social Bias in Large Language Models
ACL 2024
Towards Effective Counter-Responses: Aligning Human Preferences with Strategies to Combat Online Trolling
EMNLP 2024
A Simple and Flexible Modeling for Mental Disorder Detection by Learning from Clinical Questionnaires
ACL 2023
Generation of Korean Offensive Language by Leveraging Large Language Models via Prompt Design
IJCNLP 2023
A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit
CoNLL 2021