Yiming Ju
9 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge
π
Cross-Pollinator
(12)
π
Academic Marathon
(5)
π§¬
Topic Evolution
π₯
Unstoppable
(5)
Conferences
ACL (3)
AAAI (2)
EMNLP (2)
COLING (1)
ICML (1)
Top co-authors
Keywords
large language model
(3)
attribution method
(2)
transfer learning
(2)
question answering
(2)
machine reading comprehension
(2)
explanation generation
(1)
semantic parsing
(1)
natural language processing
(1)
internal representation
(1)
feature attribution
(1)
deep learning
(1)
model interpretability
(1)
linear programming
(1)
foundation model
(1)
data synthesis
(1)
model merging
(1)
instruction fine-tuning
(1)
supervised fine-tuning
(1)
instruction following
(1)
curriculum learning
(1)
Papers
Scaling Towards the Information Boundary of Instructions through Data Synthesizing
AAAI 2026
Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency
AAAI 2025
Exploiting Contextual Knowledge in LLMs through π±-usable Information based Layer Enhancement
ACL 2025
Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging
EMNLP 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms
ICML 2024
A Hierarchical Explanation Generation Method Based on Feature Interaction Detection
ACL 2023
Logic Traps in Evaluating Attribution Scores
ACL 2022
CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers
COLING 2022
Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations
EMNLP 2021