Fei Tan
19 papers · 2019–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (6) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (55)
π
Academic Marathon
(6)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Century Club
(18)
ποΈ
Keyword Collector
(102)
β
The Questioner
(2)
Conferences
EMNLP (8)
ACL (6)
AAAI (3)
COLING (1)
IJCAI (1)
Top co-authors
Keywords
large language model
(4)
model compression
(3)
text classification
(3)
catastrophic forgetting
(2)
mathematical reasoning
(2)
domain adaptation
(2)
pre-trained language model
(2)
named entity recognition
(2)
prompt learning
(2)
zero-shot learning
(1)
bayesian inference
(1)
contrastive learning
(1)
transfer learning
(1)
probabilistic modeling
(1)
continual learning
(1)
knowledge distillation
(1)
knowledge transfer
(1)
online learning
(1)
data augmentation
(1)
direct preference optimization
(1)
Papers
MathSmith: Towards Extremely Hard Mathematical Reasoning by Forging Synthetic Problems with a Reinforced Policy
AAAI 2026
ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning
EMNLP 2025
daDPO: Distribution-Aware DPO for Distilling Conversational Abilities
ACL 2025
More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning
EMNLP 2025
Consultant Decoding: Yet Another Synergistic Mechanism
ACL 2025
CMR Scaling Law: Predicting Critical Mixture Ratios for Continual Pre-training of Language Models
EMNLP 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model
ACL 2024
SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning
COLING 2024
Reward Difference Optimization For Sample Reweighting In Offline RLHF
EMNLP 2024
PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets
AAAI 2023
What Makes Pre-trained Language Models Better Zero-shot Learners?
ACL 2023
CWSeg: An Efficient and General Approach to Chinese Word Segmentation
ACL 2023
Deeply Coupled Cross-Modal Prompt Learning
ACL 2023
BERT-Beta: A Proactive Probabilistic Approach to Text Moderation
EMNLP 2021
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference
EMNLP 2020
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature
AAAI 2020
TNT: Text Normalization based Pre-training of Transformers for Content Moderation
EMNLP 2020
HABERTOR: An Efficient and Effective Deep Hatespeech Detector
EMNLP 2020
Success Prediction on Crowdfunding with Multimodal Deep Learning
IJCAI 2019