Search Results for author: Hyukhun Koh

Found 4 papers, 0 papers with code

Can LLMs Recognize Toxicity? Structured Toxicity Investigation Framework and Semantic-Based Metric

no code implementations10 Feb 2024 Hyukhun Koh, Dohyung Kim, Minwoo Lee, Kyomin Jung

In the pursuit of developing Large Language Models (LLMs) that adhere to societal standards, it is imperative to discern the existence of toxicity in the generated text.

DPP-TTS: Diversifying prosodic features of speech via determinantal point processes

no code implementations23 Oct 2023 Seongho Joo, Hyukhun Koh, Kyomin Jung

Second, the diversity among samples is neglected since the sampling procedure often focuses on a single speech sample rather than multiple ones.

Point Processes

Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation

no code implementations23 May 2023 Minwoo Lee, Hyukhun Koh, Kang-il Lee, Dongdong Zhang, Minsung Kim, Kyomin Jung

In this paper, we specifically target the gender bias issue of multilingual machine translation models for unambiguous cases where there is a single correct translation, and propose a bias mitigation method based on a novel approach.

Contrastive Learning Machine Translation +1

Multi-View Zero-Shot Open Intent Induction from Dialogues: Multi Domain Batch and Proxy Gradient Transfer

no code implementations23 Mar 2023 Hyukhun Koh, Haesung Pyun, Nakyeong Yang, Kyomin Jung

In Task Oriented Dialogue (TOD) system, detecting and inducing new intents are two main challenges to apply the system in the real world.

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