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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 7 8 9...52 Hits 81 – 100 of 1.029 81 Meta Distant Transfer Learning for Pre-trained Language Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Wang, Chengyu. - : Underline Science Inc., 2021 BASE Show details 82 How to Train BERT with an Academic Budget ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Berchansky, Moshe; Izsak, Peter. - : Underline Science Inc., 2021 BASE Show details 83 Improving Span Representation for Domain-adapted Coreference Resolution ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Field, Anjalie; Gandhi, Nupoor. - : Underline Science Inc., 2021 BASE Show details 84 Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021. - : Underline Science Inc., 2021 BASE Show details 85 An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chen, Yi. - : Underline Science Inc., 2021 BASE Show details 86 Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bernardi, Raffaella; Testoni, Alberto. - : Underline Science Inc., 2021 BASE Show details 87 MRF-Chat: Improving Dialogue with Markov Random Fields ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Grover, Ishaan; Huggins, Matthew. - : Underline Science Inc., 2021 BASE Show details 88 Exploring Metaphoric Paraphrase Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Stowe, Kevin. - : Underline Science Inc., 2021 BASE Show details 89 CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Piyush; Akula, Arjun. - : Underline Science Inc., 2021 BASE Show details 90 Latent Hatred: A Benchmark for Understanding Implicit Hate Speech ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Anupindi, Vaishnavi; De Choudhury, Munmun. - : Underline Science Inc., 2021 BASE Show details 91 HypMix: Hyperbolic Interpolative Data Augmentation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Agarwal, Shivam; Flek, Lucie. - : Underline Science Inc., 2021 BASE Show details 92 STaCK: Sentence Ordering with Temporal Commonsense Knowledge ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ghosal, Deepanway; Majumder, Navonil. - : Underline Science Inc., 2021 BASE Show details 93 ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bansal, Mohit; Bauer, Lisa. - : Underline Science Inc., 2021 BASE Show details 94 Weakly supervised discourse segmentation for multiparty oral conversations ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ferrané, Isabelle; Gravellier, Lila. - : Underline Science Inc., 2021 BASE Show details 95 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 96 Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Liu, Daizong; Qu, Xiaoye. - : Underline Science Inc., 2021 BASE Show details 97 Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cui, Leyang; Liu, Shujie; Wu, Yu; Zhang, Yue. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.179/ Abstract: Although pre-training models have achieved great success in dialogue generation, their performance drops dramatically when the input contains an entity that does not appear in pre-training and fine-tuning datasets (unseen entity). To address this issue, existing methods leverage an external knowledge base to generate appropriate responses. In real-world scenario, the entity may not be included by the knowledge base or suffer from the precision of knowledge retrieval. To deal with this problem, instead of introducing knowledge base as the input, we force the model to learn a better semantic representation by predicting the information in the knowledge base, only based on the input context. Specifically, with the help of a knowledge base, we introduce two auxiliary training objectives: 1) Interpret Masked Word, which conjectures the meaning of the masked entity given the context; 2) Hypernym Generation, which predicts the hypernym of ... Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://underline.io/lecture/37618-knowledge-enhanced-fine-tuning-for-better-handling-unseen-entities-in-dialogue-generation https://dx.doi.org/10.48448/pq9s-y744 BASE Hide details 98 STANKER: Stacking Network based on Level-grained Attention-masked BERT for Rumor Detection on Social Media ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Jiang, Zhihua; Li, Ran. - : Underline Science Inc., 2021 BASE Show details 99 IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Sebastian; Bahar, Syafri. - : Underline Science Inc., 2021 BASE Show details 100 SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant Analysis ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Maneriker, Pranav. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4 5 6 7 8 9...52

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