Kuan-Hao Huang | DeepAI

DeepAI AI Chat

Featured Co-authors

Fei Wang
209 publications
Kai-Wei Chang
160 publications
Ryan Cotterell
156 publications
Nanyun Peng
112 publications
Dejing Dou
87 publications
Muhao Chen
82 publications
Aram Galstyan
73 publications
Haoyi Xiong
45 publications
Antoni B. Chan
42 publications
Hsuan-Tien Lin
31 publications
Wasi Uddin Ahmad
29 publications

∙ 09/19/2023

Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer

Zero-shot cross-lingual transfer is a central task in multilingual NLP, ...

0 Fei Wang, et al. ∙

∙ 09/16/2023

Contextual Label Projection for Cross-Lingual Structure Extraction

Translating training data into target languages has proven beneficial fo...

0 Tanmay Parekh, et al. ∙

∙ 05/26/2023

AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model

Event argument extraction (EAE) identifies event arguments and their spe...

0 I-Hung Hsu, et al. ∙

∙ 05/26/2023

PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation

Syntactically controlled paraphrase generation requires language models ...

0 Yixin Wan, et al. ∙

∙ 05/26/2023

ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation

Paraphrase generation is a long-standing task in natural language proces...

5 Kuan-Hao Huang, et al. ∙

∙ 05/22/2023

Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes

Many real-world applications require making multiple predictions from th...

0 Kuan-Hao Huang, et al. ∙

∙ 11/02/2022

Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations

Syntactically controlled paraphrase generation has become an emerging re...

5 Kuan-Hao Huang, et al. ∙

∙ 05/25/2022

A Simple and Unified Tagging Model with Priming for Relational Structure Predictions

Relational structure extraction covers a wide range of tasks and plays a...

0 I-Hung Hsu, et al. ∙

∙ 05/25/2022

GENEVA: Pushing the Limit of Generalizability for Event Argument Extraction with 100+ Event Types

Numerous events occur worldwide and are documented in the news, social m...

0 Tanmay Parekh, et al. ∙

∙ 03/25/2022

A Comparative Survey of Deep Active Learning

Active Learning (AL) is a set of techniques for reducing labeling cost b...

0 Xueying Zhan, et al. ∙

∙ 03/15/2022

Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction

We present a study on leveraging multilingual pre-trained generative lan...

0 Kuan-Hao Huang, et al. ∙

∙ 11/30/2021

DeepAL: Deep Active Learning in Python

We present DeepAL, a Python library that implements several common strat...

3 Kuan-Hao Huang, et al. ∙

∙ 08/29/2021

Event Extraction as Natural Language Generation

Event extraction (EE), the task that identifies event triggers and their...

0 I-Hung Hsu, et al. ∙

∙ 04/17/2021

Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training

In recent years, pre-trained multilingual language models, such as multi...

0 Kuan-Hao Huang, et al. ∙

∙ 04/11/2021

Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models

Pre-trained language models have achieved huge success on a wide range o...

0 James Y. Huang, et al. ∙

∙ 01/26/2021

Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs

Paraphrase generation plays an essential role in natural language proces...

0 Kuan-Hao Huang, et al. ∙

∙ 09/05/2019

Examining Gender Bias in Languages with Grammatical Gender

Recent studies have shown that word embeddings exhibit gender bias inher...

0 Pei Zhou, et al. ∙

∙ 01/04/2019

MultiDEC: Multi-Modal Clustering of Image-Caption Pairs

In this paper, we propose a method for clustering image-caption pairs by...

0 Sean Yang, et al. ∙

∙ 03/30/2016

Cost-Sensitive Label Embedding for Multi-Label Classification

Label embedding (LE) is an important family of multi-label classificatio...

0 Kuan-Hao Huang, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world