221 citations · 483 across the 30 of their papers we have counts for
4 papers · 1 filter
EIGEN: Event Influence GENeration using Pre-trained Language Models
Aman Madaan, Dheeraj Rajagopal, Yiming Yang +3
Reasoning about events and tracking their influences is fundamental to understanding processes. In this paper, we present EIGEN - a method to leverage pre-trained language models t…
Neural Language Modeling for Contextualized Temporal Graph Generation
Aman Madaan, Yiming Yang
This paper presents the first study on using large-scale pre-trained language models for automated generation of an event-level temporal graph for a document. Despite the huge succ…
Politeness Transfer: A Tag and Generate Approach
Aman Madaan, Amrith Setlur, Tanmay Parekh +6
This paper introduces a new task of politeness transfer which involves converting non-polite sentences to polite sentences while preserving the meaning. We also provide a dataset o…
Practical Comparable Data Collection for Low-Resource Languages via Images
Aman Madaan, Shruti Rijhwani, Antonios Anastasopoulos +2
We propose a method of curating high-quality comparable training data for low-resource languages with monolingual annotators. Our method involves using a carefully selected set of…