Hai Ye
16 papers · 2017–2025 · 5 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
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (43)
π§
Keyword Pioneer
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Keyword Collector
(85)
Venues
Top co-authors
Research topics
Machine Learning
(13)
Natural Language Processing
(12)
Artificial Intelligence
(10)
Learning Types Β· Machine Learning
(10)
Core AI
(8)
Deep Learning
(6)
Learning Types Β· Deep Learning
(6)
Applications
(5)
Core Methods
(5)
Generation
(4)
Application Areas
(3)
Learning Paradigms
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Mathematics & Optimization
(1)
Keywords
test-time adaptation
(3)
semi-supervised learning
(2)
question answering
(2)
unsupervised domain adaptation
(2)
natural language generation
(2)
pre-trained language model
(2)
knowledge distillation
(2)
distribution shift
(2)
charge prediction
(2)
transfer learning
(2)
domain adaptation
(2)
self-supervised learning
(1)
multi-task learning
(1)
attention mechanism
(1)
direct preference optimization
(1)
representation learning
(1)
cross-lingual transfer
(1)
variational inference
(1)
zero-shot learning
(1)
relation extraction
(1)
Papers
Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization
ACL 2025
Rationalize and Align: Enhancing Writing Assistance with Rationale via Self-Training for Improved Alignment
ACL 2025
Preference-Guided Reflective Sampling for Aligning Language Models
EMNLP 2024
Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering
EMNLP 2023
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models
EMNLP 2023
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering
ACL 2023
On the Robustness of Question Rewriting Systems to Questions of Varying Hardness
ACL 2022
Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study
EMNLP 2022
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation
ACL 2021
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training
EMNLP 2020
Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model
IJCAI 2020
Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization
ACL 2019
Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions
NAACL 2018
Interpretable Rationale Augmented Charge Prediction System
COLING 2018
Semi-Supervised Learning for Neural Keyphrase Generation
EMNLP 2018
Jointly Extracting Relations with Class Ties via Effective Deep Ranking
ACL 2017