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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...4 5 6 7 8 9 10 11 12...197 Hits 141 – 160 of 3.937 141 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 142 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 143 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 144 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 145 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 146 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; Tang, Keyi. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-short.98 Abstract: Training datasets for semantic parsing are typically small due to the higher expertise required for annotation than most other NLP tasks. As a result, models for this application usually need additional prior knowledge to be built into the architecture or algorithm. The increased dependency on human experts hinders automation and raises the development and maintenance costs in practice. This work investigates whether a generic transformer-based seq2seq model can achieve competitive performance with minimal code-generation-specific inductive bias design. By exploiting a relatively sizeable monolingual corpus of the target programming language, which is cheap to mine from the web, we achieved 81.03% exact match accuracy on Django and 32.57 BLEU score on CoNaLa. Both are SOTA to the best of our knowledge. This positive evidence highlights a potentially easier path toward building accurate semantic parsers in practice. ... 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/xh3g-gp08 https://underline.io/lecture/25817-code-generation-from-natural-language-with-less-prior-knowledge-and-more-monolingual-data BASE Hide details 147 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 148 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 149 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 150 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. - : Underline Science Inc., 2021 BASE Show details 151 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 152 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 153 Ara-Women-Hate: The first Arabic Hate Speech corpus regarding Women ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Guellil, Imane. - : Underline Science Inc., 2021 BASE Show details 154 Learning Textual Representations from Multiple Modalities to Detect Fake News Through One-Class Learning ... Brazilian Computer Society 2021. - : Underline Science Inc., 2021 BASE Show details 155 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 156 Explanations for CommonsenseQA: New Dataset and Models ... 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; Aggarwal, Shourya; Agrawal, Vishwajeet. - : Underline Science Inc., 2021 BASE Show details 157 Societal Biases in Language Generation: Progress and Challenges ... 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; Chang, Kai-Wei; Natarajan, Prem. - : Underline Science Inc., 2021 BASE Show details 158 UserAdapter: Few-Shot User Learning in Sentiment Analysis ... 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; Duan, Nan; Tang, Duyu. - : Underline Science Inc., 2021 BASE Show details 159 Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation ... 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; Zhang, Bo. - : Underline Science Inc., 2021 BASE Show details 160 Measuring and Increasing Context Usage in Context-Aware Machine 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; Fernandes, Patrick; Martins, Andre. - : Underline Science Inc., 2021 BASE Show details Page: 1...4 5 6 7 8 9 10 11 12...197

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