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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 Page: 1 2 3 4 5...7 Hits 1 – 20 of 140 1 Synchronous Bidirectional Neural Machine Translation Zhou, Long; Zhang, Jiajun; Zong, Chengqing In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 91-105 (2019) (2019) BASE Show details 2 Grammar Error Correction in Morphologically Rich Languages: The Case of Russian Rozovskaya, Alla; Roth, Dan In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 1-17 (2019) (2019) BASE Show details 3 DREAM: A Challenge Data Set and Models for Dialogue-Based Reading Comprehension Sun, Kai; Yu, Dian; Chen, Jianshu; Yu, Dong; Choi, Yejin; Cardie, Claire In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 217-231 (2019) (2019) Abstract: We present DREAM, the first dialogue-based multiple-choice reading comprehension data set. Collected from English as a Foreign Language examinations designed by human experts to evaluate the comprehension level of Chinese learners of English, our data set contains 10,197 multiple-choice questions for 6,444 dialogues. In contrast to existing reading comprehension data sets, DREAM is the first to focus on in-depth multi-turn multi-party dialogue understanding. DREAM is likely to present significant challenges for existing reading comprehension systems: 84% of answers are non-extractive, 85% of questions require reasoning beyond a single sentence, and 34% of questions also involve commonsense knowledge. We apply several popular neural reading comprehension models that primarily exploit surface information within the text and find them to, at best, just barely outperform a rule-based approach. We next investigate the effects of incorporating dialogue structure and different kinds of general world knowledge into both rule-based and (neural and non-neural) machine learning-based reading comprehension models. Experimental results on the DREAM data set show the effectiveness of dialogue structure and general world knowledge. DREAM is available at https://dataset.org/dream/ . Keyword: Computational linguistics. Natural language processing; P98-98.5 URL: https://doi.org/10.1162/tacl_a_00264 https://doaj.org/article/c7436586b70a450f9f864f20cc1da55e BASE Hide details 4 Ordered Tree Decomposition for HRG Rule Extraction Daniel Gildea; Giorgio Satta; Xiaochang Peng In: Computational Linguistics, Vol 45, Iss 2, Pp 339-379 (2019) (2019) BASE Show details 5 Novel Event Detection and Classification for Historical Texts Rachele Sprugnoli; Sara Tonelli In: Computational Linguistics, Vol 45, Iss 2, Pp 229-265 (2019) (2019) BASE Show details 6 Deep Contextualized Self-training for Low Resource Dependency Parsing Rotman, Guy; Reichart, Roi In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 695-713 (2019) (2019) BASE Show details 7 A Sequential Matching Framework for Multi-Turn Response Selection in Retrieval-Based Chatbots Yu Wu; Wei Wu; Chen Xing... In: Computational Linguistics, Vol 45, Iss 1, Pp 163-197 (2019) (2019) BASE Show details 8 A Generative Model for Punctuation in Dependency Trees Li, Xiang Lisa; Wang, Dingquan; Eisner, Jason In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 357-373 (2019) (2019) BASE Show details 9 What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations Zeng, Jichuan; Li, Jing; He, Yulan... In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 267-281 (2019) (2019) BASE Show details 10 Semantic Neural Machine Translation Using AMR Song, Linfeng; Gildea, Daniel; Zhang, Yue... In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 19-31 (2019) (2019) BASE Show details 11 Natural Questions: A Benchmark for Question Answering Research Kwiatkowski, Tom; Palomaki, Jennimaria; Redfield, Olivia... In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 453-466 (2019) (2019) BASE Show details 12 Syntax-aware Semantic Role Labeling without Parsing Cai, Rui; Lapata, Mirella In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 343-356 (2019) (2019) BASE Show details 13 Insertion-based Decoding with Automatically Inferred Generation Order Gu, Jiatao; Liu, Qi; Cho, Kyunghyun In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 661-676 (2019) (2019) BASE Show details 14 Morphological Analysis Using a Sequence Decoder Akyürek, Ekin; Dayanık, Erenay; Yuret, Deniz In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 567-579 (2019) (2019) BASE Show details 15 Multiattentive Recurrent Neural Network Architecture for Multilingual Readability Assessment Azpiazu, Ion Madrazo; Pera, Maria Soledad In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 421-436 (2019) (2019) BASE Show details 16 Graph Convolutional Network with Sequential Attention for Goal-Oriented Dialogue Systems Banerjee, Suman; Khapra, Mitesh M. In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 485-500 (2019) (2019) BASE Show details 17 Evaluating Computational Language Models with Scaling Properties of Natural Language Takahashi, Shuntaro; Tanaka-Ishii, Kumiko In: Computational Linguistics, Vol 45, Iss 3, Pp 481-513 (2019) (2019) BASE Show details 18 Where’s My Head? Definition, Data Set, and Models for Numeric Fused-Head Identification and Resolution Elazar, Yanai; Goldberg, Yoav In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 519-535 (2019) (2019) BASE Show details 19 Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs Saha, Amrita; Ansari, Ghulam Ahmed; Laddha, Abhishek... In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 185-200 (2019) (2019) BASE Show details 20 Paraphrase-Sense-Tagged Sentences Cocos, Anne; Callison-Burch, Chris In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 714-728 (2019) (2019) BASE Show details Page: 1 2 3 4 5...7

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