UC Santa Barbara NLP Group

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https://nlp.cs.ucsb.edu

ucsbNLP

ucsbnlp

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Recent Activity

March07 submitted a paper 22 days ago

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

Gurusha published a dataset 2 months ago

ucsbnlp/EAToM

LCZZZZ submitted a paper 3 months ago

Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space

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Papers

Learning Situated Awareness in the Real World

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

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March07

submitted a paper to Daily Papers 22 days ago

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

Paper • 2602.07274 • Published 26 days ago • 205

Gurusha

published a dataset 2 months ago

ucsbnlp/EAToM

Updated Dec 30, 2025 • 4

LCZZZZ

submitted a paper to Daily Papers 3 months ago

Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space

Paper • 2512.12623 • Published Dec 14, 2025 • 4

Gurusha

published a dataset 5 months ago

ucsbnlp/magpie

Updated Oct 13, 2025 • 4

alon-albalak

authored 2 papers 9 months ago

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4, 2025 • 53

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

Paper • 2506.05209 • Published Jun 5, 2025 • 60

jiachenli-ucsb

authored a paper 12 months ago

VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search

Paper • 2503.10582 • Published Mar 13, 2025 • 24

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 • 7

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 about 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 • 4

alon-albalak

authored a paper over 1 year ago

Generative Reward Models

Paper • 2410.12832 • Published Oct 2, 2024 • 7

jiachenli-ucsb

authored a paper over 1 year ago

T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design

Paper • 2410.05677 • Published Oct 8, 2024 • 14

saxon

authored 5 papers over 1 year ago

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

Paper • 2308.03188 • Published Aug 6, 2023 • 2

Let's Think Frame by Frame: Evaluating Video Chain of Thought with Video Infilling and Prediction

Paper • 2305.13903 • Published May 23, 2023

Visual Chain of Thought: Bridging Logical Gaps with Multimodal Infillings

Paper • 2305.02317 • Published May 3, 2023

WikiWhy: Answering and Explaining Cause-and-Effect Questions

Paper • 2210.12152 • Published Oct 21, 2022 • 2

Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis

Paper • 2210.05035 • Published Oct 10, 2022

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Team members 13

ucsbnlp's activity