Yi-An Lai
11 papers · 2017–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon (8) π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(3)
π₯
Unstoppable
(7)
π
Century Club
(11)
ποΈ
Keyword Collector
(52)
Conferences
ACL (3)
EACL (2)
EMNLP (2)
NIPS (2)
CONLL (1)
IJCNLP (1)
Top co-authors
Keywords
knowledge distillation
(4)
model update
(3)
backward compatibility
(3)
negative flip rate
(2)
regression analysis
(2)
model ensemble
(2)
graph representation learning
(1)
structured prediction
(1)
link prediction
(1)
masked language model
(1)
dependency parsing
(1)
task-oriented dialogue
(1)
intent classification
(1)
community detection
(1)
semantic parsing
(1)
domain adaptation
(1)
learning to rank
(1)
reinforcement learning from human feedback
(1)
reward function
(1)
syntactic parsing
(1)
Papers
DeAL: Decoding-time Alignment for Large Language Models
ACL 2025
Backward Compatibility During Data Updates by Weight Interpolation
EACL 2024
Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion
EACL 2023
Measuring and Reducing Model Update Regression in Structured Prediction for NLP
NIPS 2022
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
ACL 2022
Efficient Domain Adaptation of Language Models via Adaptive Tokenization
EMNLP 2021
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates
ACL 2021
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates
IJCNLP 2021
Context Analysis for Pre-trained Masked Language Models
EMNLP 2020
Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation
CONLL 2019
PRUNE: Preserving Proximity and Global Ranking for Network Embedding
NIPS 2017