Chu-Cheng Lin
10 papers · 2014–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17)
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Topic Evolution
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Unstoppable Β· Bronze
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory
(6)
Natural Language Processing
(4)
Deep Learning
(2)
Application Areas
(2)
Architectures
(2)
Generation
(2)
Artificial Intelligence
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Core Methods
(1)
Learning Types
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
finite-state transducer
(2)
energy-based model
(2)
string transduction
(2)
autoregressive model
(2)
computational efficiency
(1)
importance sampling
(1)
partition function
(1)
sequential monte carlo
(1)
hidden markov model
(1)
latent variable model
(1)
recurrent neural network
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
sequence model
(1)
retrieval-augmented generation
(1)
sparse attention
(1)
inference acceleration
(1)
bidirectional lstm
(1)
proposal distribution
(1)
neural transducer
(1)
Papers
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection
ICLR 2025
Low-Rank Adaptation for Multilingual Summarization: An Empirical Study
NAACL 2024
A future for universal grapheme-phoneme transduction modeling with neuralized finite-state transducers
ACL 2023
On the Uncomputability of Partition Functions in Energy-Based Sequence Models
ICLR 2022
Limitations of Autoregressive Models and Their Alternatives
NAACL 2021
Neural Finite-State Transducers: Beyond Rational Relations
NAACL 2019
Neural Particle Smoothing for Sampling from Conditional Sequence Models
NAACL 2018
Not All Contexts Are Created Equal: Better Word Representations with Variable Attention
EMNLP 2015
Unsupervised POS Induction with Word Embeddings
NAACL 2015
Automatic Classification of Communicative Functions of Definiteness
COLING 2014