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07/07/2023
MDACE: MIMIC Documents Annotated with Code Evidence
We introduce a dataset for evidence/rationale extraction on an extreme m...
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06/30/2023
SummQA at MEDIQA-Chat 2023:In-Context Learning with GPT-4 for Medical Summarization
Medical dialogue summarization is challenging due to the unstructured na...
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05/02/2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input
Transformer-based models typically have a predefined bound to their inpu...
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11/30/2022
Revisiting text decomposition methods for NLI-based factuality scoring of summaries
Scoring the factuality of a generated summary involves measuring the deg...
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11/21/2022
AdaFocal: Calibration-aware Adaptive Focal Loss
Much recent work has been devoted to the problem of ensuring that a neur...
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10/27/2022
He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues
In this work, we define a new style transfer task: perspective shift, wh...
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04/03/2022
On Efficiently Acquiring Annotations for Multilingual Models
When tasked with supporting multiple languages for a given problem, two ...
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09/24/2021
Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations
Fine-tuning pretrained models for automatically summarizing doctor-patie...
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10/10/2020
An Empirical Investigation of Beam-Aware Training in Supertagging
Structured prediction is often approached by training a locally normaliz...
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05/05/2020
Phonetic and Visual Priors for Decipherment of Informal Romanization
Informal romanization is an idiosyncratic process used by humans in info...
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08/19/2019
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces
Recent work on bilingual lexicon induction (BLI) has frequently depended...
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11/01/2018
Learning Beam Search Policies via Imitation Learning
Beam search is widely used for approximate decoding in structured predic...
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05/11/2018
Neural Factor Graph Models for Cross-lingual Morphological Tagging
Morphological analysis involves predicting the syntactic traits of a wor...
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08/10/2015
Approximation-Aware Dependency Parsing by Belief Propagation
We show how to train the fast dependency parser of Smith and Eisner (200...
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05/10/2015