research
∙
08/01/2023
Confidence-Building Measures for Artificial Intelligence: Workshop Proceedings
Foundation models could eventually introduce several pathways for underm...
share
research
∙
12/09/2022
Measuring Data
We identify the task of measuring data to quantitatively characterize th...
research
∙
11/14/2022
Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations
Recent work on explainable NLP has shown that few-shot prompting can ena...
research
∙
10/23/2022
Conformal Predictor for Improving Zero-shot Text Classification Efficiency
Pre-trained language models (PLMs) have been shown effective for zero-sh...
research
∙
10/11/2022
SEAL : Interactive Tool for Systematic Error Analysis and Labeling
With the advent of Transformers, large language models (LLMs) have satur...
research
∙
05/05/2022
Interactive Model Cards: A Human-Centered Approach to Model Documentation
Deep learning models for natural language processing (NLP) are increasin...
research
∙
03/08/2022
iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models
Error analysis in NLP models is essential to successful model developmen...
research
∙
10/14/2021
P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts
Recent work (e.g. LAMA (Petroni et al., 2019)) has found that the qualit...
research
∙
05/18/2021
BookSum: A Collection of Datasets for Long-form Narrative Summarization
The majority of available text summarization datasets include short-form...
research
∙
05/17/2021
Stage-wise Fine-tuning for Graph-to-Text Generation
Graph-to-text generation has benefited from pre-trained language models ...
research
∙
01/13/2021
Robustness Gym: Unifying the NLP Evaluation Landscape
Despite impressive performance on standard benchmarks, deep neural netwo...
research
∙
12/08/2020
CTRLsum: Towards Generic Controllable Text Summarization
Current summarization systems yield generic summaries that are disconnec...
research
∙
11/06/2020
What's New? Summarizing Contributions in Scientific Literature
With thousands of academic articles shared on a daily basis, it has beco...
research
∙
10/24/2020
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers
Dialogue state trackers have made significant progress on benchmark data...
research
∙
10/24/2020