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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 18 of 18 1 Neural Coreference Resolution for Arabic ... The 28th International Conference on Computational Linguistics 2020; Aloraini, Abdulrahman; Poesio, Massimo. - : Underline Science Inc., 2020 BASE Show details 2 Enhanced Labelling in Active Learning for Coreference Resolution ... The 28th International Conference on Computational Linguistics 2020; Alex, Beatrice; Bach, Benjamin. - : Underline Science Inc., 2020 BASE Show details 3 Predicting Coreference in Abstract Meaning Representations ... The 28th International Conference on Computational Linguistics 2020; Anikina, Tatiana; Koller, Alexander. - : Underline Science Inc., 2020 BASE Show details 4 NILC at SR'20: Exploring Pre-Trained Models in Surface Realisation ... The 28th International Conference on Computational Linguistics 2020; Pardo, Thiago; Sobrevilla Cabezudo, Marco Antonio. - : Underline Science Inc., 2020 BASE Show details 5 Persuasiveness of News Editorials depending on Ideology and Personality ... The 28th International Conference on Computational Linguistics 2020; Al-Khatib, Khalid; El Baff, Roxanne. - : Underline Science Inc., 2020 BASE Show details 6 E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks ... The 28th International Conference on Computational Linguistics 2020; Stylianou, Nikolaos; Vlahavas, Ioannis. - : Underline Science Inc., 2020 BASE Show details 7 TwiConv: A Coreference-annotated Corpus of Twitter Conversations ... The 28th International Conference on Computational Linguistics 2020; Aktas, Berfin; Kohnert, Annalena. - : Underline Science Inc., 2020 BASE Show details 8 Resolving Pronouns in Twitter Streams: Context can Help! ... The 28th International Conference on Computational Linguistics 2020; Andy, Anietie; Callison-Burch, Chris. - : Underline Science Inc., 2020 BASE Show details 9 Matching Theory and Data with Personal-ITY: What a Corpus of Italian YouTube Comments Reveals About Personality ... The 28th International Conference on Computational Linguistics 2020; Bassignana, Elisa; Nissim, Malvina. - : Underline Science Inc., 2020 BASE Show details 10 Surface Realization Using Pretrained Language Models ... The 28th International Conference on Computational Linguistics 2020; Farahnak, Farhood; Fevens, Thomas. - : Underline Science Inc., 2020 BASE Show details 11 IMSurReal Too: IMS at the Surface Realization Shared Task 2020 ... The 28th International Conference on Computational Linguistics 2020; Kuhn, Jonas; Tannert, Simon. - : Underline Science Inc., 2020 BASE Show details 12 Multilingual Emoticon Prediction of Tweets about COVID-19 ... The 28th International Conference on Computational Linguistics 2020; Izbicki, Mike; Stoikos, Stefanos. - : Underline Science Inc., 2020 BASE Show details 13 Coreference Strategies in English-German Translation ... The 28th International Conference on Computational Linguistics 2020; Hardmeier, Christian; Krielke, Pauline. - : Underline Science Inc., 2020 BASE Show details 14 BME-TUW at SR’20: Lexical grammar induction for surface realization ... The 28th International Conference on Computational Linguistics 2020; Acs, Judit; Gemes, Kinga. - : Underline Science Inc., 2020 BASE Show details 15 It's absolutely divine! Can fine-grained sentiment analysis benefit from coreference resolution? ... The 28th International Conference on Computational Linguistics 2020; De Clercq, Orphee; Hoste, Veronique. - : Underline Science Inc., 2020 BASE Show details 16 Integrating knowledge graph embeddings to improve mention representation for bridging anaphora resolution ... The 28th International Conference on Computational Linguistics 2020; Denis, Pascal; Pandit, Onkar. - : Underline Science Inc., 2020 BASE Show details 17 Partially-supervised Mention Detection ... The 28th International Conference on Computational Linguistics 2020; Miculicich, Lesly. - : Underline Science Inc., 2020 BASE Show details 18 Anaphoric Zero Pronoun Identification: A Multilingual Approach ... The 28th International Conference on Computational Linguistics 2020; Aloraini, Abdulrahman; Poesio, Massimo. - : Underline Science Inc., 2020 Abstract: Pro-drop languages such as Arabic, Chinese, Italian or Japanese allow morphologically null but referential arguments in certain syntactic positions, called anaphoric zero-pronouns. Much NLP work on anaphoric zero-pronouns (AZP) is based on gold mentions, but models for their identification are a fundamental prerequisite for their resolution in real-life applications. Such identification requires complex language understanding and knowledge of real-world entities. Transfer learning models, such as BERT, have recently shown to learn surface, syntactic, and semantic information,which can be very useful in recognizing AZPs. We propose a BERT-based multilingual model for AZP identification from predicted zero pronoun positions, and evaluate it on the Arabic and Chinese portions of OntoNotes 5.0. As far as we know, this is the first neural network model of AZP identification for Arabic; and our approach outperforms the state-of-the-art for Chinese. Experiment results suggest that BERT implicitly encode information ... Keyword: Computer and Information Science; Digital Media; Engineering; Information and Knowledge Engineering; Natural Language Processing; Neural Network URL: https://underline.io/lecture/6575-anaphoric-zero-pronoun-identification-a-multilingual-approach https://dx.doi.org/10.48448/ysaj-n577 BASE Hide details

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