Chuyi Tan
9 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (28)
β‘
Prolific Year
(7)
Conferences
ACL (4)
EMNLP (3)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
large language model
(4)
mathematical reasoning
(2)
chain-of-thought reasoning
(1)
in-context learning
(1)
instruction tuning
(1)
text generation
(1)
language model alignment
(1)
demonstration learning
(1)
adaptive sampling
(1)
language understanding
(1)
code generation
(1)
model alignment
(1)
posterior distribution
(1)
sampling distribution
(1)
attention mechanism
(1)
data selection
(1)
k-medoids clustering
(1)
best-of-n sampling
(1)
model benchmarking
(1)
coreset selection
(1)
Papers
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
ACL 2026
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen
ACL 2025
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation
ACL 2025
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
ACL 2025
Speculative Decoding for Multi-Sample Inference
EMNLP 2025
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
ICLR 2025
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
NAACL 2025
InsBank: Evolving Instruction Subset for Ongoing Alignment
EMNLP 2025
Focused Large Language Models are Stable Many-Shot Learners
EMNLP 2024