UCLA NLP

university

http://kwchang.net/

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AI & ML interests

Natural Language Processing, Bias and Fairness in NLP

Recent Activity

MasterVito authored a paper 24 days ago

Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability

MasterVito submitted a paper 25 days ago

Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability

MasterVito authored a paper about 1 month ago

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

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Papers

LLMs as Scalable, General-Purpose Simulators For Evolving Digital Agent Training

DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation

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authored a paper 24 days ago

Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability

Paper • 2602.02477 • Published 26 days ago • 10

submitted a paper to Daily Papers 25 days ago

Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability

Paper • 2602.02477 • Published 26 days ago • 10

authored a paper about 1 month ago

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Paper • 2601.14004 • Published Jan 20 • 46

authored a paper 3 months ago

Gold-Medal-Level Olympiad Geometry Solving with Efficient Heuristic Auxiliary Constructions

Paper • 2512.00097 • Published Nov 27, 2025 • 3

authored a paper 3 months ago

G$^2$VLM: Geometry Grounded Vision Language Model with Unified 3D Reconstruction and Spatial Reasoning

Paper • 2511.21688 • Published Nov 26, 2025 • 8

updated a dataset 4 months ago

uclanlp/Brief-Pro

Viewer • Updated Oct 19, 2025 • 45.2k • 67 • 3

updated a model 4 months ago

uclanlp/brief-pro

Updated Oct 19, 2025 • 102 • 4

authored a paper 4 months ago

DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation

Paper • 2510.14949 • Published Oct 16, 2025 • 6

updated a model 4 months ago

uclanlp/DialectGen-stable-diffusion-1.5-text-encoder

Updated Oct 17, 2025 • 1

published a model 4 months ago

uclanlp/DialectGen-stable-diffusion-1.5-text-encoder

Updated Oct 17, 2025 • 1

updated a dataset 4 months ago

uclanlp/DialectGen

Viewer • Updated Oct 17, 2025 • 2.53k • 17 • 2

published a dataset 4 months ago

uclanlp/DialectGen

Viewer • Updated Oct 17, 2025 • 2.53k • 17 • 2

hk

authored 3 papers 4 months ago

Large Language Models Struggle to Learn Long-Tail Knowledge

Paper • 2211.08411 • Published Nov 15, 2022 • 3

DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation

Paper • 2510.14949 • Published Oct 16, 2025 • 6

Decoupling Task-Solving and Output Formatting in LLM Generation

Paper • 2510.03595 • Published Oct 4, 2025 • 1

published a model 4 months ago

uclanlp/brief-pro

Updated Oct 19, 2025 • 102 • 4

published a dataset 5 months ago

uclanlp/Brief-Pro

Viewer • Updated Oct 19, 2025 • 45.2k • 67 • 3

updated a dataset 5 months ago

uclanlp/TemMed-Bench

Viewer • Updated Oct 12, 2025 • 21k • 119 • 1

authored a paper 5 months ago

Beyond the Exploration-Exploitation Trade-off: A Hidden State Approach for LLM Reasoning in RLVR

Paper • 2509.23808 • Published Sep 28, 2025 • 47

authored a paper 5 months ago

MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Paper • 2509.16197 • Published Sep 19, 2025 • 58