1.4k citations · 4.5k across the 58 of their papers we have counts for
9 papers · 1 filter
Toward Gender-Inclusive Coreference Resolution
Yang Trista Cao, Hal Daumé
Correctly resolving textual mentions of people fundamentally entails making inferences about those people. Such inferences raise the risk of systemic biases in coreference resoluti…
Global Voices: Crossing Borders in Automatic News Summarization
Khanh Nguyen, Hal Daumé
We construct Global Voices, a multilingual dataset for evaluating cross-lingual summarization methods. We extract social-network descriptions of Global Voices news articles to chea…
Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning
Khanh Nguyen, Hal Daumé
Mobile agents that can leverage help from humans can potentially accomplish more complex tasks than they could entirely on their own. We develop "Help, Anna!" (HANNA), an interacti…
Reinforcement Learning with Convex Constraints
Sobhan Miryoosefi, Kianté Brantley, Hal Daumé +2
In standard reinforcement learning (RL), a learning agent seeks to optimize the overall reward. However, many key aspects of a desired behavior are more naturally expressed as cons…
Answer-based Adversarial Training for Generating Clarification Questions
Sudha Rao, Hal Daumé
We present an approach for generating clarification questions with the goal of eliciting new information that would make the given textual context more complete. We propose that mo…
Non-Monotonic Sequential Text Generation
Sean Welleck, Kianté Brantley, Hal Daumé +1
Standard sequential generation methods assume a pre-specified generation order, such as text generation methods which generate words from left to right. In this work, we propose a…