UC Santa Barbara NLP Group

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https://nlp.cs.ucsb.edu

ucsbNLP

ucsbnlp

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Recent Activity

namezz submitted a paper 12 days ago

Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling

dnathani authored a paper about 1 month ago

Proactive Agent Research Environment: Simulating Active Users to Evaluate Proactive Assistants

dnathani authored a paper about 2 months ago

WildSci: Advancing Scientific Reasoning from In-the-Wild Literature

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Papers

Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling

Proactive Agent Research Environment: Simulating Active Users to Evaluate Proactive Assistants

View all Papers

namezz

submitted a paper to Daily Papers 12 days ago

Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling

Paper • 2604.27039 • Published 14 days ago • 24

dnathani

authored a paper about 1 month ago

Proactive Agent Research Environment: Simulating Active Users to Evaluate Proactive Assistants

Paper • 2604.00842 • Published Apr 1 • 14

dnathani

authored 3 papers about 2 months ago

submitted a paper to Daily Papers 3 months ago

TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents

Paper • 2602.07274 • Published Feb 6 • 210

Gurusha

published a dataset 4 months ago

ucsbnlp/EAToM

Updated Dec 30, 2025 • 1

LCZZZZ

submitted a paper to Daily Papers 5 months ago

Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space

Paper • 2512.12623 • Published Dec 14, 2025 • 4

Gurusha

published a dataset 7 months ago

ucsbnlp/magpie

Updated Oct 13, 2025 • 5

alon-albalak

authored 2 papers 11 months ago

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4, 2025 • 55

The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text

Paper • 2506.05209 • Published Jun 5, 2025 • 61

namezz

authored a paper 12 months ago

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space

Paper • 2505.15778 • Published May 21, 2025 • 19

jiachenli-ucsb

authored a paper about 1 year ago

VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search

Paper • 2503.10582 • Published Mar 13, 2025 • 25

alon-albalak

authored a paper about 1 year ago

Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models

Paper • 2502.17387 • Published Feb 24, 2025 • 8

dnathani

authored 2 papers about 1 year ago

MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models

Paper • 2310.12426 • Published Oct 19, 2023 • 1

Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies

Paper • 2308.03188 • Published Aug 6, 2023 • 2

alon-albalak

authored 2 papers over 1 year ago

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though

Paper • 2501.04682 • Published Jan 8, 2025 • 99

Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models

Paper • 2412.02980 • Published Dec 4, 2024 • 15

Xianjun

authored a paper over 1 year ago

CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy

Paper • 2410.13218 • Published Oct 17, 2024 • 5

alon-albalak

authored a paper over 1 year ago

Generative Reward Models

Paper • 2410.12832 • Published Oct 2, 2024 • 7

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