UC Santa Barbara NLP Group

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https://nlp.cs.ucsb.edu

ucsbNLP

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Recent Activity

alon-albalak authored a paper 20 days ago

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

Xianjun authored a paper 2 months ago

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

alon-albalak authored a paper 2 months ago

Generative Reward Models

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ucsbnlp's activity

alon-albalak

authored a paper 20 days ago

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

Paper • 2412.02980 • Published 22 days ago • 12

Xianjun

authored a paper 2 months ago

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

Paper • 2410.13218 • Published Oct 17 • 4

alon-albalak

authored a paper 2 months ago

Generative Reward Models

Paper • 2410.12832 • Published Oct 2 • 6

jiachenli-ucsb

authored a paper 3 months ago

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

Paper • 2410.05677 • Published Oct 8 • 14

saxon

authored 7 papers 6 months 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 • 1

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

Paper • 2210.05035 • Published Oct 10, 2022

TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation

Paper • 2406.08656 • Published Jun 12 • 7

Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts

Paper • 2406.16851 • Published Jun 24

alon-albalak

authored 2 papers 6 months ago

Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning

Paper • 2305.12295 • Published May 20, 2023

The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources

Paper • 2406.16746 • Published Jun 24

jiachenli-ucsb

authored a paper 6 months ago

BPO: Supercharging Online Preference Learning by Adhering to the Proximity of Behavior LLM

Paper • 2406.12168 • Published Jun 18 • 7

alon-albalak

authored a paper 6 months ago

DataComp-LM: In search of the next generation of training sets for language models

Paper • 2406.11794 • Published Jun 17 • 50

jiachenli-ucsb

authored a paper 6 months ago

TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation

Paper • 2406.08656 • Published Jun 12 • 7

jiachenli-ucsb

authored 4 papers 7 months ago

Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning

Paper • 2310.09676 • Published Oct 14, 2023

Reward Guided Latent Consistency Distillation

Paper • 2403.11027 • Published Mar 16

MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos

Paper • 2406.08407 • Published Jun 12 • 24

T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback

Paper • 2405.18750 • Published May 29 • 21

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ucsbnlp's activity