2.4k citations · 3k across the 56 of their papers we have counts for
5 papers · 1 filter
Interactive Classification by Asking Informative Questions
Lili Yu, Howard Chen, Sida Wang +2
We study the potential for interaction in natural language classification. We add a limited form of interaction for intent classification, where users provide an initial query usin…
Learning to Map Natural Language Instructions to Physical Quadcopter Control using Simulated Flight
Valts Blukis, Yannick Terme, Eyvind Niklasson +2
We propose a joint simulation and real-world learning framework for mapping navigation instructions and raw first-person observations to continuous control. Our model estimates the…
Executing Instructions in Situated Collaborative Interactions
Alane Suhr, Claudia Yan, Charlotte Schluger +5
We study a collaborative scenario where a user not only instructs a system to complete tasks, but also acts alongside it. This allows the user to adapt to the system abilities by c…
NLVR2 Visual Bias Analysis
Alane Suhr, Yoav Artzi
NLVR2 (Suhr et al., 2019) was designed to be robust for language bias through a data collection process that resulted in each natural language sentence appearing with both true and…
BERTScore: Evaluating Text Generation with BERT
Tianyi Zhang, Varsha Kishore, Felix Wu +2
We propose BERTScore, an automatic evaluation metric for text generation. Analogously to common metrics, BERTScore computes a similarity score for each token in the candidate sente…