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10/04/2022
Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation
There exist features that are related to the label in the same way acros...
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10/03/2022
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought
Large language models (LLMs) have shown remarkable reasoning capabilitie...
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09/16/2020
Text Generation by Learning from Off-Policy Demonstrations
Current approaches to text generation largely rely on autoregressive mod...
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05/07/2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization
Neural abstractive summarization models are prone to generate content in...
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12/03/2019
Heterogeneous Label Space Transfer Learning for Brain-Computer Interfaces: A Label Alignment Approach
A brain-computer interface (BCI) system usually needs a long calibration...
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04/15/2019
Pun Generation with Surprise
We tackle the problem of generating a pun sentence given a pair of homop...
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04/09/2019
Quizbowl: The Case for Incremental Question Answering
Quizbowl is a scholastic trivia competition that tests human knowledge a...
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08/08/2018
Transfer Learning for Brain-Computer Interfaces: An Euclidean Space Data Alignment Approach
Almost all EEG-based brain-computer interfaces (BCIs) need some labeled ...
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04/17/2018
