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1
A Quantitative and Qualitative Analysis of Schizophrenia Language ...
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2
Towards Responsible Natural Language Annotation for the Varieties of Arabic ...
Bergman, A. Stevie; Diab, Mona T.. - : arXiv, 2022
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3
Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation ...
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4
Few-shot Learning with Multilingual Language Models ...
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5
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization ...
Abstract: Community Question Answering (CQA) fora such as Stack Overflow and Yahoo! Answers contain a rich resource of answers to a wide range of community-based questions. Each question thread can receive a large number of answers with different perspectives. One goal of answer summarization is to produce a summary that reflects the range of answer perspectives. A major obstacle for abstractive answer summarization is the absence of a dataset to provide supervision for producing such summaries. Recent works propose heuristics to create such data, but these are often noisy and do not cover all perspectives present in the answers. This work introduces a novel dataset of 4,631 CQA threads for answer summarization, curated by professional linguists. Our pipeline gathers annotations for all subtasks involved in answer summarization, including the selection of answer sentences relevant to the question, grouping these sentences based on perspectives, summarizing each perspective, and producing an overall summary. We analyze ... : arXiv admin note: substantial text overlap with arXiv:2104.08536 ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://arxiv.org/abs/2111.06474
https://dx.doi.org/10.48550/arxiv.2111.06474
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6
Green NLP panel ...
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7
Detecting Hallucinated Content in Conditional Neural Sequence Generation ...
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8
Gender bias amplification during Speed-Quality optimization in Neural Machine Translation ...
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9
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data ...
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10
Discrete Cosine Transform as Universal Sentence Encoder ...
Almarwani, Nada; Diab, Mona. - : arXiv, 2021
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11
Discrete Cosine Transform as Universal Sentence Encoder ...
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12
Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages ...
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13
DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking ...
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14
Mutlitask Learning for Cross-Lingual Transfer of Semantic Dependencies ...
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15
Overview for the Second Shared Task on Language Identification in Code-Switched Data ...
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16
WASA: A Web Application for Sequence Annotation ...
AlGhamdi, Fahad; Diab, Mona. - : arXiv, 2019
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17
Creating a Large Multi-Layered Representational Repository of Linguistic Code Switched Arabic Data ...
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18
Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues ...
Levi, Or; Hosseini, Pedram; Diab, Mona. - : arXiv, 2019
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19
Part of speech tagging for code switched data ...
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20
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task ...
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