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07/11/2023
Better Handling Coreference Resolution in Aspect Level Sentiment Classification by Fine-Tuning Language Models
Customer feedback is invaluable to companies as they refine their produc...
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06/08/2023
Utterance Emotion Dynamics in Children's Poems: Emotional Changes Across Age
Emerging psychopathology studies are showing that patterns of changes in...
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06/06/2023
Identifying Shared Decodable Concepts in the Human Brain Using Image-Language Foundation Models
We introduce a method that takes advantage of high-quality pretrained mu...
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04/10/2023
DISTO: Evaluating Textual Distractors for Multi-Choice Questions using Negative Sampling based Approach
Multiple choice questions (MCQs) are an efficient and common way to asse...
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01/21/2023
Weakly-Supervised Questions for Zero-Shot Relation Extraction
Zero-Shot Relation Extraction (ZRE) is the task of Relation Extraction w...
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09/06/2022
Improving the Accuracy and Robustness of CNNs Using a Deep CCA Neural Data Regularizer
As convolutional neural networks (CNNs) become more accurate at object r...
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08/22/2022
Different Spectral Representations in Optimized Artificial Neural Networks and Brains
Recent studies suggest that artificial neural networks (ANNs) that match...
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07/12/2022
Long Term Fairness for Minority Groups via Performative Distributionally Robust Optimization
Fairness researchers in machine learning (ML) have coalesced around seve...
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06/06/2022
Discriminative Models Can Still Outperform Generative Models in Aspect Based Sentiment Analysis
Aspect-based Sentiment Analysis (ABSA) helps to explain customers' opini...
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05/18/2022
No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL
The performance of reinforcement learning (RL) agents is sensitive to th...
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04/06/2022
Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask
Reading is integral to everyday life, and yet learning to read is a stru...
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03/22/2022
Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum
Most convergence guarantees for stochastic gradient descent with momentu...
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05/29/2021
Predictive Representation Learning for Language Modeling
To effectively perform the task of next-word prediction, long short-term...
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10/14/2020
From Language to Language-ish: How Brain-Like is an LSTM's Representation of Nonsensical Language Stimuli?
The representations generated by many models of language (word embedding...
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02/16/2020
Maxmin Q-learning: Controlling the Estimation Bias of Q-learning
Q-learning suffers from overestimation bias, because it approximates the...
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05/25/2019