Alert button
Picture for Joe Stacey

Joe Stacey

Alert button

LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues

Mar 01, 2024
Joe Stacey, Jianpeng Cheng, John Torr, Tristan Guigue, Joris Driesen, Alexandru Coca, Mark Gaynor, Anders Johannsen

Figure 1 for LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues
Figure 2 for LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues
Figure 3 for LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues
Figure 4 for LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues
Viaarxiv icon

Logical Reasoning for Natural Language Inference Using Generated Facts as Atoms

May 22, 2023
Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Oana-Maria Camburu, Marek Rei

Figure 1 for Logical Reasoning for Natural Language Inference Using Generated Facts as Atoms
Figure 2 for Logical Reasoning for Natural Language Inference Using Generated Facts as Atoms
Figure 3 for Logical Reasoning for Natural Language Inference Using Generated Facts as Atoms
Figure 4 for Logical Reasoning for Natural Language Inference Using Generated Facts as Atoms
Viaarxiv icon

Improving Robustness in Knowledge Distillation Using Domain-Targeted Data Augmentation

May 22, 2023
Joe Stacey, Marek Rei

Figure 1 for Improving Robustness in Knowledge Distillation Using Domain-Targeted Data Augmentation
Figure 2 for Improving Robustness in Knowledge Distillation Using Domain-Targeted Data Augmentation
Figure 3 for Improving Robustness in Knowledge Distillation Using Domain-Targeted Data Augmentation
Figure 4 for Improving Robustness in Knowledge Distillation Using Domain-Targeted Data Augmentation
Viaarxiv icon

Logical Reasoning with Span Predictions: Span-level Logical Atoms for Interpretable and Robust NLI Models

May 23, 2022
Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Marek Rei

Figure 1 for Logical Reasoning with Span Predictions: Span-level Logical Atoms for Interpretable and Robust NLI Models
Figure 2 for Logical Reasoning with Span Predictions: Span-level Logical Atoms for Interpretable and Robust NLI Models
Figure 3 for Logical Reasoning with Span Predictions: Span-level Logical Atoms for Interpretable and Robust NLI Models
Figure 4 for Logical Reasoning with Span Predictions: Span-level Logical Atoms for Interpretable and Robust NLI Models
Viaarxiv icon

Natural Language Inference with a Human Touch: Using Human Explanations to Guide Model Attention

Apr 16, 2021
Joe Stacey, Yonatan Belinkov, Marek Rei

Figure 1 for Natural Language Inference with a Human Touch: Using Human Explanations to Guide Model Attention
Figure 2 for Natural Language Inference with a Human Touch: Using Human Explanations to Guide Model Attention
Figure 3 for Natural Language Inference with a Human Touch: Using Human Explanations to Guide Model Attention
Figure 4 for Natural Language Inference with a Human Touch: Using Human Explanations to Guide Model Attention
Viaarxiv icon

There is Strength in Numbers: Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training

Apr 27, 2020
Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Sebastian Riedel, Tim Rocktäschel

Figure 1 for There is Strength in Numbers: Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training
Figure 2 for There is Strength in Numbers: Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training
Figure 3 for There is Strength in Numbers: Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training
Figure 4 for There is Strength in Numbers: Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training
Viaarxiv icon