Mingfeng Xue
7 papers · 2023–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (2) π£ Hot Topic Early Bird π Cross-Pollinator (12) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
Conferences
ACL (4)
EMNLP (3)
Top co-authors
Keywords
large language model
(3)
large reasoning model
(2)
catastrophic forgetting
(1)
multi-task learning
(1)
mathematical reasoning
(1)
text generation
(1)
paraphrase generation
(1)
feature disentanglement
(1)
tool use
(1)
supervised fine-tuning
(1)
parameter-efficient tuning
(1)
sparse autoencoder
(1)
soft prompt
(1)
reasoning model
(1)
reasoning evaluation
(1)
discrete representation
(1)
prompt tuning
(1)
continuous representation
(1)
rejection sampling
(1)
data composition
(1)
Papers
Controllable LLM Reasoning via Sparse Autoencoder-Based Steering
ACL 2026
START: Self-taught Reasoner with Tools
EMNLP 2025
Rationales for Answers to Simple Math Word Problems Confuse Large Language Models
ACL 2024
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
ACL 2024
Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation
EMNLP 2023
Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation
ACL 2023
Dynamic Voting for Efficient Reasoning in Large Language Models
EMNLP 2023