Yi-Lin Tuan

Yi-Lin Tuan

University of California, Santa Barbara

H-index: 10

North America-United States

About Yi-Lin Tuan

Yi-Lin Tuan, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at University of California, Santa Barbara, specializes in the field of Artificial Intelligence, Deep Learning, Machine Learning, Natural Language Processing, Conversational AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models

Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning

CausalDialogue: Modeling Utterance-level Causality in Conversations

FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue

HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data

Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems

Deep learning–based perceptual stimulus encoder for bionic vision

Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis

Yi-Lin Tuan Information

University

Position

___

Citations(all)

329

Citations(since 2020)

277

Cited By

66

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

University of California, Santa Barbara

Google Scholar

View Google Scholar Profile

Yi-Lin Tuan Skills & Research Interests

Artificial Intelligence

Deep Learning

Machine Learning

Natural Language Processing

Conversational AI

Top articles of Yi-Lin Tuan

Title

Journal

Author(s)

Publication Date

Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models

arXiv preprint arXiv:2404.01295

Yi-Lin Tuan

Xilun Chen

Eric Michael Smith

Louis Martin

Soumya Batra

...

2024/4/1

Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning

Zih-Yun Chiu*

Yi-Lin Tuan*

William Yang Wang

Michael C Yip

2023/10/9

CausalDialogue: Modeling Utterance-level Causality in Conversations

arXiv preprint arXiv:2212.10515

Yi-Lin Tuan

Alon Albalak

Wenda Xu

Michael Saxon

Connor Pryor

...

2022/12/20

FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue

arXiv preprint arXiv:2205.06262

Alon Albalak

Yi-Lin Tuan

Pegah Jandaghi

Connor Pryor

Luke Yoffe

...

2022/5/12

HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data

Kai Nakamura

Sharon Levy

Yi-Lin Tuan

Wenhu Chen

William Yang Wang

2022/4/28

Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems

Yi-Lin Tuan

Sajjad Beygi

Maryam Fazel-Zarandi

Qiaozi Gao

Alessandra Cervone

...

2022/3/20

Deep learning–based perceptual stimulus encoder for bionic vision

Lucas Relic

Bowen Zhang

Yi-Lin Tuan

Michael Beyeler

2022/3/13

Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis

Wenda Xu

Yi-Lin Tuan

Yujie Lu

Michael Saxon

Lei Li

...

2022/10/10

Parallelized Reverse Curriculum Generation

arXiv preprint arXiv:2108.02128

Zih-Yun Chiu

Yi-Lin Tuan

Hung-yi Lee

Li-Chen Fu

2021/8/4

Local Explanation of Dialogue Response Generation

Advances in Neural Information Processing Systems

Yi-Lin Tuan

Connor Pryor

Wenhu Chen

Lise Getoor

William Yang Wang

2021/12/6

Quality Estimation without Human-labeled Data

Yi-Lin Tuan

Ahmed El-Kishky

Adithya Renduchintala

Vishrav Chaudhary

Francisco Guzmán

...

2021/2/8

D-REX: Dialogue Relation Extraction with Explanations

arXiv preprint arXiv:2109.05126

Alon Albalak

Varun Embar

Yi-Lin Tuan

Lise Getoor

William Yang Wang

2021/9/10

Knowledge injection into dialogue generation via language models

arXiv preprint arXiv:2004.14614

Yi-Lin Tuan

Wei Wei

William Yang Wang

2020/4/30

See List of Professors in Yi-Lin Tuan University(University of California, Santa Barbara)

Co-Authors

H-index: 73
Lise Getoor

Lise Getoor

University of California, Santa Cruz

H-index: 59
William Yang Wang

William Yang Wang

University of California, Santa Barbara

H-index: 47
Hung-yi Lee

Hung-yi Lee

National Taiwan University

H-index: 29
Wenhu Chen

Wenhu Chen

University of California, Santa Barbara

H-index: 9
Michael Saxon

Michael Saxon

University of California, Santa Barbara

H-index: 8
Sharon Levy

Sharon Levy

University of California, Santa Barbara

academic-engine