Ta-Chung Chi
12 papers · 2017–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (7) π Conference Polyglot (7) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (41)
π
Interdisciplinary Bridge
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(41)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(64)
π
Century Club
(12)
π₯
Unstoppable
(5)
Conferences
ACL (3)
EMNLP (3)
NAACL (2)
AAAI (1)
ICML (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
length extrapolation
(5)
positional embedding
(3)
transformer architecture
(3)
language model
(3)
attention mechanism
(3)
regular language
(2)
zero-shot learning
(2)
cross-lingual embedding
(1)
continual learning
(1)
representation learning
(1)
word sense disambiguation
(1)
prompt engineering
(1)
self-supervised learning
(1)
language modeling
(1)
reinforcement learning
(1)
variance reduction
(1)
language understanding
(1)
text classification
(1)
contextual modeling
(1)
human-robot interaction
(1)
Papers
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation
NAACL 2024
Advancing Regular Language Reasoning in Linear Recurrent Neural Networks
NAACL 2024
Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation
EMNLP 2023
Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis
ACL 2023
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification
ACL 2023
Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings
ACL 2023
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation
NIPS 2022
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator
ICML 2022
Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection
EMNLP 2021
Just Ask: An Interactive Learning Framework for Vision and Language Navigation
AAAI 2020
CLUSE: Cross-Lingual Unsupervised Sense Embeddings
EMNLP 2018
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning
IJCNLP 2017