Cover Image

Optimal Multi-Task Learning at Regularization Horizon for Speech Translation Task

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jung, JungHo, Lee, Junhyun
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SpeechQE: Estimating the Quality of Direct Speech Translation
by: Han, HyoJung, et al.
Published: (2024)

Task Arithmetic for Language Expansion in Speech Translation
by: Cheng, Yao-Fei, et al.
Published: (2024)

Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks
by: Lee, Yoonsang, et al.
Published: (2026)

GMU Systems for the IWSLT 2025 Low-Resource Speech Translation Shared Task
by: Meng, Chutong, et al.
Published: (2025)

SignBLEU: Automatic Evaluation of Multi-channel Sign Language Translation
by: Kim, Jung-Ho, et al.
Published: (2024)

Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks
by: Erdogan, Lutfi Eren, et al.
Published: (2025)

Evaluating the IWSLT2023 Speech Translation Tasks: Human Annotations, Automatic Metrics, and Segmentation
by: Sperber, Matthias, et al.
Published: (2024)

Retriv at BLP-2025 Task 1: A Transformer Ensemble and Multi-Task Learning Approach for Bangla Hate Speech Identification
by: Saha, Sourav, et al.
Published: (2025)

LHAW: Controllable Underspecification for Long-Horizon Tasks
by: Pu, George, et al.
Published: (2026)

A Case Study on Context-Aware Neural Machine Translation with Multi-Task Learning
by: Appicharla, Ramakrishna, et al.
Published: (2024)

Weighted Multi-Prompt Learning with Description-free Large Language Model Distillation
by: Lee, Sua, et al.
Published: (2025)

Black-Box Optimization with Implicit Constraints for Public Policy
by: Xing, Wenqian, et al.
Published: (2023)

A Survey on Multi-modal Machine Translation: Tasks, Methods and Challenges
by: Shen, Huangjun, et al.
Published: (2024)

Testing the Assumptions of Active Learning for Translation Tasks with Few Samples
by: Flores, Lorenzo Jaime Yu, et al.
Published: (2026)

Contrastive Learning for Task-Independent SpeechLLM-Pretraining
by: Züfle, Maike, et al.
Published: (2024)

Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning
by: Lee, Haeju, et al.
Published: (2024)

Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER
by: Zhu, Junyi, et al.
Published: (2025)

Designing and Evaluating Multi-Chatbot Interface for Human-AI Communication: Preliminary Findings from a Persuasion Task
by: Yoon, Sion, et al.
Published: (2024)

Persona is a Double-edged Sword: Mitigating the Negative Impact of Role-playing Prompts in Zero-shot Reasoning Tasks
by: Kim, Junseok, et al.
Published: (2024)

Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks
by: Hsu, Ming-Hao, et al.
Published: (2023)

BRIDO: Bringing Democratic Order to Abstractive Summarization
by: Lee, Junhyun, et al.
Published: (2025)

Hansel: Output Length Controlling Framework for Large Language Models
by: Song, Seoha, et al.
Published: (2024)

Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning
by: Chen, Jingxiang, et al.
Published: (2026)

Fine-grained Gender Control in Machine Translation with Large Language Models
by: Lee, Minwoo, et al.
Published: (2024)

Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks
by: Yang, Cheng, et al.
Published: (2025)

Capable but Unreliable: Canonical Path Deviation as a Causal Mechanism of Agent Failure in Long-Horizon Tasks
by: Lee, Wilson Y.
Published: (2026)

INDIC DIALECT: A Multi Task Benchmark to Evaluate and Translate in Indian Language Dialects
by: Sharma, Tarun, et al.
Published: (2026)

Learning Smooth Populations of Parameters with Trial Heterogeneity
by: Lee, JungHo, et al.
Published: (2025)

Distinct Theta Synchrony across Speech Modes: Perceived, Spoken, Whispered, and Imagined
by: Lee, Jung-Sun, et al.
Published: (2025)

Findings of the WMT 2024 Shared Task on Chat Translation
by: Mohammed, Wafaa, et al.
Published: (2024)

Efficient Knowledge Transfer in Multi-Task Learning through Task-Adaptive Low-Rank Representation
by: Zhang, Xiao, et al.
Published: (2025)

Slot Filling as a Reasoning Task for SpeechLLMs
by: Hacioglu, Kadri, et al.
Published: (2025)

Subgraph-level Universal Prompt Tuning
by: Lee, Junhyun, et al.
Published: (2024)

Don't Break the Cache: An Evaluation of Prompt Caching for Long-Horizon Agentic Tasks
by: Lumer, Elias, et al.
Published: (2026)

Odysseys: Benchmarking Web Agents on Realistic Long Horizon Tasks
by: Jang, Lawrence Keunho, et al.
Published: (2026)

GTA: Generating Long-Horizon Tasks for Web Agents at Scale
by: Huang, Tenghao, et al.
Published: (2026)

ML-assisted Randomization Tests for Detecting Treatment Effects in A/B Experiments
by: Guo, Wenxuan, et al.
Published: (2025)

SpeechLLM: Unified Speech and Language Model for Enhanced Multi-Task Understanding in Low Resource Settings
by: Yoo, Jaekwon, et al.
Published: (2025)

In2x at WMT25 Translation Task
by: Pang, Lei, et al.
Published: (2025)

MonoTODia: Translating Monologue Requests to Task-Oriented Dialogues
by: Steindl, Sebastian, et al.
Published: (2025)