Ernie Chang
30 papers · 2017–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (67) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
π€
Dynamic Duo
(12)
β
The Questioner
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(6)
ποΈ
Keyword Collector
(152)
Venues
Top co-authors
Research topics
Machine Learning
(21)
Natural Language Processing
(21)
Artificial Intelligence
(13)
Generation
(13)
Deep Learning
(12)
Learning Types Β· Machine Learning
(12)
Learning Types Β· Deep Learning
(9)
Core AI
(8)
Resources & Methods
(8)
Optimization & Theory Β· Machine Learning
(7)
Applications
(6)
Core Methods
(6)
Learning Paradigms
(5)
Application Areas
(4)
Optimization & Theory Β· Deep Learning
(4)
Keywords
language model
(4)
text generation
(4)
data-to-text generation
(4)
machine translation
(4)
low-resource language
(3)
data annotation
(3)
natural language understanding
(3)
multilingual model
(3)
few-shot learning
(3)
video question answering
(2)
zero-shot learning
(2)
language model fine-tuning
(2)
multimodal large language model
(2)
pre-trained language model
(2)
text classification
(2)
natural language generation
(2)
domain adaptation
(2)
active learning
(2)
transfer learning
(2)
knowledge distillation
(2)
Papers
EgoAVU: Egocentric Audio-Visual Understanding
CVPR 2026
IMPACT: Importance-Aware Activation Space Reconstruction
ACL 2026
VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice
CVPR 2026
Agent-as-a-Judge: Evaluate Agents with Agents
ICML 2025
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers
ACL 2025
Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions
NAACL 2025
Self-Vocabularizing Training for Neural Machine Translation
NAACL 2025
LLM-QAT: Data-Free Quantization Aware Training for Large Language Models
ACL 2024
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
ICML 2024
Navigating the Minefield of MT Beam Search in Cascaded Streaming Speech Translation
Interspeech 2024
Scaling Parameter-Constrained Language Models with Quality Data
EMNLP 2024
Target-Aware Language Modeling via Granular Data Sampling
EMNLP 2024
Low-Resource Cross-Lingual Adaptive Training for Nigerian Pidgin
Interspeech 2023
Revisiting Sample Size Determination in Natural Language Understanding
ACL 2023
Towards Zero-Shot Multilingual Transfer for Code-Switched Responses
ACL 2023
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
NAACL 2022
Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning
COLING 2022
Improving Zero-Shot Multilingual Text Generation via Iterative Distillation
COLING 2022
Programmable Annotation with Diversed Heuristics and Data Denoising
COLING 2022
Two-Stage Movie Script Summarization: An Efficient Method For Low-Resource Long Document Summarization
COLING 2022
Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning
EACL 2021
Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling
EACL 2021
Neural Data-to-Text Generation with LM-based Text Augmentation
EACL 2021
On Training Instance Selection for Few-Shot Neural Text Generation
ACL 2021
Time-Aware Ancient Chinese Text Translation and Inference
ACL 2021
DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool
COLING 2020
MovieChats: Chat like Humans in a Closed Domain
EMNLP 2020
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence
ACL 2020
Improving Language Generation from Feature-Rich Tree-Structured Data with Relational Graph Convolutional Encoders
EMNLP 2019
Neobility at SemEval-2017 Task 1: An Attention-based Sentence Similarity Model
SemEval 2017