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1
Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings ...
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2
Improving Factual Consistency of Abstractive Summarization via Question Answering ...
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3
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 ...
Abstract: This tutorial targets researchers and practitioners who are interested in AI technologies that help machines understand natural language text, particularly real-world events described in the text. These include methods to extract the internal structures of an event regarding its protagonist(s), participant(s) and properties, as well as external structures concerning memberships, temporal and causal relations of multiple events. This tutorial will provide audience with a systematic introduction of (i) knowledge representations and acquisition of events, (ii) various methods for automated extraction, conceptualization, coreference resolution and prediction of events and their relations, (iii) induction of event processes and properties, and (iv) a wide range of NLP and commonsense understanding tasks that benefit from aforementioned techniques. We will conclude the tutorial by outlining emerging research problems in this area. ...
Keyword: Computational Linguistics; Condensed Matter Physics; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://dx.doi.org/10.48448/6rwj-qq95
https://underline.io/lecture/30091-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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8
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 ...
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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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