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20242026
most citedA Comprehensive Survey of Deep Learning for Time Series Forecasting: Architectural Diversity and Open Challenges

4 citations · 6 across the 14 of their papers we have counts for

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cs.CL2026

Phrase-Localized Language-Contrastive Guidance: Training-Free Localized Accent Control for Code-Switching Text-to-Speech

Che Hyun Lee, Sangkwon Park, Donghun Kang +4

Current speech synthesis struggles with code-switching, which mixes a foreign language phrase into a primary language utterance, causing the phrase to be spoken with the primary la…

cs.CL2026

HEAR Who Said What: Unlocking Speaker-Attributed Reasoning via Counterfactual Voice Grounding

Dongwook Lee, Sangkwon Park, Eunwoo Song +6

Speech Language Models (SLMs) are increasingly deployed in multi-speaker environments, yet their ability to attribute speech to the correct speaker and reason over speaker identiti…

cs.CL2026

Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning

Sangkwon Park, Donghun Kang, Jisoo Mok +1

The conventional Retrieval-Augmented Generation (RAG) paradigm of injecting raw retrieved texts into the Large Language Model (LLM)'s context often results in suboptimal integratio…

cs.CL2026

Still Between Us? Evaluating and Improving Voice Assistant Robustness to Third-Party Interruptions

Dongwook Lee, Eunwoo Song, Che Hyun Lee +2

While recent Spoken Language Models (SLMs) have been actively deployed in real-world scenarios, they lack the capability to discern Third-Party Interruptions (TPI) from the primary…

cs.CL2025

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis

Jisoo Mok, Ik-hwan Kim, Sangkwon Park +1

Personalized AI assistants, a hallmark of the human-like capabilities of Large Language Models (LLMs), are a challenging application that intertwines multiple problems in LLM resea…

cs.CL2024

LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems

Jisoo Mok, Mohammad Kachuee, Shuyang Dai +3

Task-orientated conversational agents interact with users and assist them via leveraging external APIs. A typical task-oriented conversational system can be broken down into three…