Linxin Song
8 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
Venues
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Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(5)
Natural Language Processing
(3)
Learning Types
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Core Methods
(2)
Resources & Methods
(2)
Computer Vision
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Domain-Specific
(1)
Keywords
large language model
(2)
label aggregation
(2)
reinforcement learning
(1)
text classification
(1)
weakly supervised learning
(1)
learned compression
(1)
class imbalance
(1)
attention head
(1)
gaussian process
(1)
weak supervision
(1)
sample selection
(1)
language model
(1)
vision-language model
(1)
uncertainty estimation
(1)
variational inference
(1)
multimodal fusion
(1)
evaluation metric
(1)
hallucination detection
(1)
refusal behavior
(1)
3d reconstruction
(1)
Papers
Explaining Length Bias in LLM-Based Preference Evaluations
EMNLP 2025
The Hallucination Tax of Reinforcement Finetuning
EMNLP 2025
Treble Counterfactual VLMs: A Causal Approach to Hallucination
EMNLP 2025
Better Explain Transformers by Illuminating Important Information
EACL 2024
Offline Training of Language Model Agents with Functions as Learnable Weights
ICML 2024
SCP: Spherical-Coordinate-Based Learned Point Cloud Compression
AAAI 2024
Leveraging Instance Features for Label Aggregation in Programmatic Weak Supervision
AISTATS 2023
Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification
EMNLP 2022