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Found 8 papers, 0 papers with code
On Limitations of the Transformer Architecture
What are the root causes of hallucinations in large language models (LLMs)?
UGIF: UI Grounded Instruction Following
We compare the performance of different LLMs including PaLM and GPT-3 and find that the end-to-end task completion rate is 48% for English UI but the performance drops to 32% for other languages.
MiQA: A Benchmark for Inference on Metaphorical Questions
We propose a benchmark to assess the capability of large language models to reason with conventional metaphors.
Real-Time Sign Language Detection using Human Pose Estimation
We propose a lightweight real-time sign language detection model, as we identify the need for such a case in videoconferencing.
Stiffness: A New Perspective on Generalization in Neural Networks
In particular, we study how stiffness depends on 1) class membership, 2) distance between data points in the input space, 3) training iteration, and 4) learning rate.
Multilingual Metaphor Processing: Experiments with Semi-Supervised and Unsupervised Learning
We investigate different levels and types of supervision (learning from linguistic examples vs. learning from a given set of metaphorical mappings vs. learning without annotation) in flat and hierarchical, unconstrained and constrained clustering settings.
