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05/15/2023
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs
Despite their unprecedented success, even the largest language models ma...
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09/08/2022
Knowledge Based Template Machine Translation In Low-Resource Setting
Incorporating tagging into neural machine translation (NMT) systems has ...
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05/23/2022
On Measuring Social Biases in Prompt-Based Multi-Task Learning
Large language models trained on a mixture of NLP tasks that are convert...
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05/23/2022
Challenges in Measuring Bias via Open-Ended Language Generation
Researchers have devised numerous ways to quantify social biases vested ...
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05/16/2022
Referring Expressions with Rational Speech Act Framework: A Probabilistic Approach
This paper focuses on a referring expression generation (REG) task in wh...
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03/16/2022
Creating Multimedia Summaries Using Tweets and Videos
While popular televised events such as presidential debates or TV shows ...
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03/15/2022
Better Quality Estimation for Low Resource Corpus Mining
Quality Estimation (QE) models have the potential to change how we evalu...
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11/28/2021
Explore the Potential Performance of Vision-and-Language Navigation Model: a Snapshot Ensemble Method
Vision-and-Language Navigation (VLN) is a challenging task in the field ...
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10/13/2021
Subspace Regularizers for Few-Shot Class Incremental Learning
Few-shot class incremental learning – the problem of updating a trained ...
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03/24/2021
Low-Resource Machine Translation for Low-Resource Languages: Leveraging Comparable Data, Code-Switching and Compute Resources
We conduct an empirical study of unsupervised neural machine translation...
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08/16/2020
OpenFraming: We brought the ML; you bring the data. Interact with your data and discover its frames
When journalists cover a news story, they can cover the story from multi...
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04/09/2020
Learning to Scale Multilingual Representations for Vision-Language Tasks
Current multilingual vision-language models either require a large numbe...
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03/05/2020
Learning to mirror speaking styles incrementally
Mirroring is the behavior in which one person subconsciously imitates th...
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08/01/2017