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1
Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings ...
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Improving Factual Consistency of Abstractive Summarization via Question Answering ...
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InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection ...
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4
A Bag of Tricks for Dialogue Summarization ...
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5
Event-Centric Natural Language Processing ...
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6
Cross-language Sentence Selection via Data Augmentation and Rationale Training ...
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7
Event Guided Denoising for Multilingual Relation Learning ...
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WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization ...
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9
Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages ...
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10
Event-Guided Denoising for Multilingual Relation Learning ...
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11
Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations ...
Allaway, Emily; McKeown, Kathleen. - : arXiv, 2020
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12
Incorporating Terminology Constraints in Automatic Post-Editing ...
Abstract: Users of machine translation (MT) may want to ensure the use of specific lexical terminologies. While there exist techniques for incorporating terminology constraints during inference for MT, current APE approaches cannot ensure that they will appear in the final translation. In this paper, we present both autoregressive and non-autoregressive models for lexically constrained APE, demonstrating that our approach enables preservation of 95% of the terminologies and also improves translation quality on English-German benchmarks. Even when applied to lexically constrained MT output, our approach is able to improve preservation of the terminologies. However, we show that our models do not learn to copy constraints systematically and suggest a simple data augmentation technique that leads to improved performance and robustness. ... : To appear in WMT, 2020 ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://arxiv.org/abs/2010.09608
https://dx.doi.org/10.48550/arxiv.2010.09608
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13
A Unified Feature Representation for Lexical Connotations ...
Allaway, Emily; McKeown, Kathleen. - : arXiv, 2020
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14
Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines ...
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15
Contextual Analysis of Social Media: The Promise and Challenge of Eliciting Context in Social Media Posts with Natural Language Processing
In: Proc AAAI ACM Conf AI Ethics Soc (2020)
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16
SMARTies: Sentiment Models for Arabic Target Entities ...
Farra, Noura; McKeown, Kathleen. - : arXiv, 2017
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17
Aggregated Word Pair Features for Implicit Discourse Relation Disambiguation
Biran, Or; McKeown, Kathleen. - : The Association for Computational Linguistics, 2013
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18
Aggregated Word Pair Features for Implicit Discourse Relation Disambiguation ...
Biran, Or; McKeown, Kathleen. - : Columbia University, 2013
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19
Detecting and Correcting Syntactic Errors in Machine Translation Using Feature-Based Lexicalized Tree Adjoining Grammars
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20
Detecting and Correcting Syntactic Errors in Machine Translation Using Feature-Based Lexicalized Tree Adjoining Grammars
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