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- Counterfactual Debiasing for Fact Verification - OpenReview
016 namely CLEVER, which is augmentation-free 017 and mitigates biases on the inference stage 018 Specifically, we train a claim-evidence fusion 019 model and a claim-only model independently 020 Then, we obtain the final prediction via sub-021 tracting output of the claim-only model from 022 output of the claim-evidence fusion model,
- Ignore Previous Prompt: Attack Techniques For Language Models - OpenReview
Ignore Previous Prompt: Attack Techniques For Language Models Fábio Perez Ian Ribeiro AE Studio {fperez,ian ribeiro}@ae studio
- Measuring Mathematical Problem Solving With the MATH Dataset
To find the limits of Transformers, we collected 12,500 math problems While a three-time IMO gold medalist got 90%, GPT-3 models got ~5%, with accuracy increasing slowly
- LLaVA-OneVision: Easy Visual Task Transfer - OpenReview
We present LLaVA-OneVision, a family of open large multimodal models (LMMs) developed by consolidating our insights into data, models, and visual representations in the LLaVA-NeXT blog series
- Eureka: Human-Level Reward Design via Coding Large Language Models
Large Language Models (LLMs) have excelled as high-level semantic planners for sequential decision-making tasks However, harnessing them to learn complex low-level manipulation tasks, such as
- Large Language Models are Human-Level Prompt Engineers
We propose an algorithm for automatic instruction generation and selection for large language models with human level performance
- Semi-supervised Camouflaged Object Detection from Noisy Data
Relevance To Conference: This work is the first attempt to learn a semi-supervised camouflaged object detection model, which is beneficial for the relief of heavy annotation burden
- GenPlan: Automated Floor Plan Generation | OpenReview
We present GenPlan, a novel deep learning architecture for generating architectural floor plans GenPlan provides flexibility and precision in room placement, offering architects and developers new avenues for creative exploration
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