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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 6...72 Hits 21 – 40 of 1.423 21 HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Akhtar, Md Shad; Bhattacharjee, Sourabh. - : Underline Science Inc., 2021 BASE Show details 22 Minimally-Supervised Morphological Segmentation using Adaptor Grammars with Linguistic Priors ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Callejas, Francesca; Eskander, Ramy. - : Underline Science Inc., 2021 BASE Show details 23 Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; ., Baosong; Liu, Xin. - : Underline Science Inc., 2021 BASE Show details 24 LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Cao, Pengfei; Chen, Yuguang. - : Underline Science Inc., 2021 BASE Show details 25 Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Wang, Lingzhi; Wong, Kam-Fai. - : Underline Science Inc., 2021 BASE Show details 26 How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Shani, Chen. - : Underline Science Inc., 2021 BASE Show details 27 Minimax and Neyman–Pearson Meta-Learning for Outlier Languages ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Aralikatte, Rahul; Maria Ponti, Edoardo. - : Underline Science Inc., 2021 BASE Show details 28 CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Ding, Ning; Wang, Dong. - : Underline Science Inc., 2021 BASE Show details 29 Towards Protecting Vital Healthcare Programs by Extracting Actionable Knowledge from Policy ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; ., Marco Luca; Brady, sebrady3@ie.ibm.com. - : Underline Science Inc., 2021 BASE Show details 30 DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Hua, Xinyu; Sreevatsa, Ashwin. - : Underline Science Inc., 2021 BASE Show details 31 Automated Concatenation of Embeddings for Structured Prediction ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Wang, Xinyu. - : Underline Science Inc., 2021 BASE Show details 32 QASR: QCRI Aljazeera Speech Resource A Large Scale Annotated Arabic Speech Corpus ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Ali, Ahmed; Chowdhury, Shammur. - : Underline Science Inc., 2021 BASE Show details 33 Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Cao, Yanshuai; Norouzi, Sajad. - : Underline Science Inc., 2021 BASE Show details 34 On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Balasubramanian, Niranjan; Ferdman, Michael. - : Underline Science Inc., 2021 BASE Show details 35 Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Dougrez-Lewis, John; He , Yulan. - : Underline Science Inc., 2021 BASE Show details 36 Sequence Models for Computational Etymology of Borrowings ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Duh, Kevin; Wu, Winston. - : Underline Science Inc., 2021 BASE Show details 37 Scaling Within Document Coreference to Long Texts ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; McCallum, Andrew; Monath, Nicholas; Sachan, Mrinmaya; Shridhar, Kumar; Thirukovalluru, Raghuveer; Zaheer, Manzil. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.findings-acl.343 Abstract: State of the art end-to-end coreference resolution models use expensive span representations and antecedent prediction mechanisms. These approaches are expensive both in terms of their memory requirements as well as compute time, and are particularly ill-suited for long documents. In this paper, we propose an approximation to end-to-end models which scales gracefully to documents of any length. Replacing span representations with token representations, we reduce the time/memory complexity via token windows and nearest neighbor sparsification methods for more efficient antecedent prediction. We show our approach's resulting reduction of training and inference time compared to state-of-the-art methods with only a minimal loss in accuracy. ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://dx.doi.org/10.48448/yb32-xp75 https://underline.io/lecture/26434-scaling-within-document-coreference-to-long-texts BASE Hide details 38 How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; ., Matteo; Bentivogli, Luisa. - : Underline Science Inc., 2021 BASE Show details 39 Prefix-Tuning: Optimizing Continuous Prompts for Generation ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Li, Xiang; Liang, Percy. - : Underline Science Inc., 2021 BASE Show details 40 Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Fan, mingfan@mail.xjtu.edu.cn; Guo, Jiaqi. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4 5 6...72

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