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Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent Domains ...
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A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space ...
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Investigating Memorization of Conspiracy Theories in Text Generation ...
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Neural Stylistic Response Generation with Disentangled Latent Variables ...
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Abstract:
Read paper: https://www.aclanthology.org/2021.acl-long.339 Abstract: Generating open-domain conversational responses in the desired style usually suffers from the lack of parallel data in the style. Meanwhile, using monolingual stylistic data to increase style intensity often leads to the expense of decreasing content relevance. In this paper, we propose to disentangle the content and style in latent space by diluting sentence-level information in style representations. Combining the desired style representation and a response content representation will then obtain a stylistic response. Our approach achieves a higher BERT-based style intensity score and comparable BLEU scores, compared with baselines. Human evaluation results show that our approach significantly improves style intensity and maintains content relevance. ...
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URL: https://underline.io/lecture/26048-neural-stylistic-response-generation-with-disentangled-latent-variables https://dx.doi.org/10.48448/32nr-gr83
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Modeling Disclosive Transparency in NLP Application Descriptions ...
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A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space ...
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Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering ...
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Evaluating Transformer-Based Multilingual Text Classification ...
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TabFact: A Large-scale Dataset for Table-based Fact Verification ...
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Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization ...
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Analyzing and Interpreting Convolutional Neural Networks in NLP ...
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Hate Lingo: A Target-based Linguistic Analysis of Hate Speech in Social Media ...
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"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection ...
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TFW, DamnGina, Juvie, and Hotsie-Totsie: On the Linguistic and Social Aspects of Internet Slang ...
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“Love ya, jerkface”: using Sparse Log-Linear Models to Build Positive (and Impolite) Relationships with Teens ...
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