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08/10/2023
Attention-based 3D CNN with Multi-layer Features for Alzheimer's Disease Diagnosis using Brain Images
Structural MRI and PET imaging play an important role in the diagnosis o...
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07/18/2022
Marvista: A Human-AI Collaborative Reading Tool
We present Marvista – a human-AI collaborative tool that employs a suite...
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05/17/2022
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval
Aligning parallel sentences in multilingual corpora is essential to cura...
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10/15/2021
MixQG: Neural Question Generation with Mixed Answer Types
Asking good questions is an essential ability for both human and machine...
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10/24/2020
Unsupervised Paraphrase Generation via Dynamic Blocking
We propose Dynamic Blocking, a decoding algorithm which enables large-sc...
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10/24/2020
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers
Dialogue state trackers have made significant progress on benchmark data...
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10/24/2020
Char2Subword: Extending the Subword Embedding Space from Pre-trained Models Using Robust Character Compositionality
Byte-pair encoding (BPE) is a ubiquitous algorithm in the subword tokeni...
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10/18/2020
Explaining and Improving Model Behavior with k Nearest Neighbor Representations
Interpretability techniques in NLP have mainly focused on understanding ...
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01/15/2020
AvgOut: A Simple Output-Probability Measure to Eliminate Dull Responses
Many sequence-to-sequence dialogue models tend to generate safe, uninfor...
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09/27/2019
Automatically Learning Data Augmentation Policies for Dialogue Tasks
Automatic data augmentation (AutoAugment) (Cubuk et al., 2019) searches ...
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09/07/2019
Deleter: Leveraging BERT to Perform Unsupervised Successive Text Compression
Text compression has diverse applications such as Summarization, Reading...
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05/30/2019
A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting
High levels of air pollution may seriously affect people's living enviro...
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09/06/2018
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models
We present two categories of model-agnostic adversarial strategies that ...
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05/08/2018
Polite Dialogue Generation Without Parallel Data
Stylistic dialogue response generation, with valuable applications in pe...
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04/17/2018