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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 – 16 of 16 1 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 2 Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chang, Kai-Wei; Hsieh, Cho-Jui. - : Underline Science Inc., 2021 BASE Show details 3 Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text 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; Chang, Kai-Wei; Dhamala, Jwala. - : Underline Science Inc., 2021 BASE Show details 4 Intent Classification and Slot Filling for Privacy Policies ... 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; Ahmad, Wasi Uddin; Chang, Kai-Wei. - : Underline Science Inc., 2021 BASE Show details 5 Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chang, Kai-Wei; Hu, Ziniu; Li, Liunian Harold; Peng, Nanyun; Yin, Da. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.162/ Abstract: Commonsense is defined as the knowledge that is shared by everyone. However, certain types of commonsense knowledge are correlated with culture and geographic locations and they are only shared locally. For example, the scenarios of wedding ceremonies vary across regions due to different customs influenced by historical and religious factors. Such regional characteristics, however, are generally omitted in prior work. In this paper, we construct a Geo-Diverse Visual Commonsense Reasoning dataset (GD-VCR) to test vision-and-language models' ability to understand cultural and geo-location-specific commonsense. In particular, we study two state-of-the-art Vision-and-Language models, VisualBERT and ViLBERT trained on VCR, a standard multimodal commonsense benchmark with images primarily from Western regions. We then evaluate how well the trained models can generalize to answering the questions in GD-VCR. We find that the performance of ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://dx.doi.org/10.48448/2j0n-jf43 https://underline.io/lecture/37514-broaden-the-vision-geo-diverse-visual-commonsense-reasoning BASE Hide details 6 Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions? ... 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; Khashabi, Daniel. - : Underline Science Inc., 2021 BASE Show details 7 Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ... 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; Hsieh, Cho-Jui. - : Underline Science Inc., 2021 BASE Show details 8 Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ahmad, Wasi Uddin; Chang, Kai-Wei. - : Underline Science Inc., 2021 BASE Show details 9 Syntax-augmented Multilingual BERT for Cross-lingual Transfer ... 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; Ahmad, Wasi Uddin; Chang, Kai-Wei. - : Underline Science Inc., 2021 BASE Show details 10 BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation ... Dhamala, Jwala; Sun, Tony; Kumar, Varun. - : arXiv, 2021 BASE Show details 11 Word and Sentence Embedding Tools to Measure Semantic Similarity of Gene Ontology Terms by Their Definitions. Duong, Dat; Ahmad, Wasi Uddin; Eskin, Eleazar... In: Journal of computational biology : a journal of computational molecular cell biology, vol 26, iss 1 (2019) BASE Show details 12 Retrofitting Contextualized Word Embeddings with Paraphrases ... Shi, Weijia; Chen, Muhao; Zhou, Pei. - : arXiv, 2019 BASE Show details 13 Word and Sentence Embedding Tools to Measure Semantic Similarity of Gene Ontology Terms by Their Definitions Duong, Dat; Ahmad, Wasi Uddin; Eskin, Eleazar. - : Mary Ann Liebert, Inc., publishers, 2019 BASE Show details 14 Efficient Contextual Representation Learning With Continuous Outputs Li, Liunian Harold; Chen, Patrick H.; Hsieh, Cho-Jui... In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 611-624 (2019) (2019) BASE Show details 15 Word and Sentence Embedding Tools to Measure Semantic Similarity of Gene Ontology Terms by Their Definitions Duong, Dat; Ahmad, Wasi Uddin; Eskin, Eleazar... In: Duong, Dat; Ahmad, Wasi Uddin; Eskin, Eleazar; Chang, Kai-Wei; & Li, Jingyi Jessica. (2018). Word and Sentence Embedding Tools to Measure Semantic Similarity of Gene Ontology Terms by Their Definitions. JOURNAL OF COMPUTATIONAL BIOLOGY, 26(1), 38 - 52. doi:10.1089/cmb.2018.0093. UCLA: Retrieved from: http://www.escholarship.org/uc/item/3j1294zk (2018) BASE Show details 16 Man is to computer programmer as woman is to homemaker? debiasing word embeddings Bolukbasi, Tolga; Chang, Kai-Wei; Zou, James Y.. - 2016 BASE Show details

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