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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 Hits 1 – 20 of 28 1 KOAS: Korean Text Offensiveness Analysis System ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Park, SanHee. - : Underline Science Inc., 2021 BASE Show details 2 Minimal Supervision for Morphological Inflection ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Goldman, Omer; Tsarfaty, Reut. - : Underline Science Inc., 2021 BASE Show details 3 Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Goldberg, Yoav; Merrill, William. - : Underline Science Inc., 2021 BASE Show details 4 Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Carreira-Perpinan, Miguel; Gabidolla, Magzhan. - : Underline Science Inc., 2021 BASE Show details 5 Multivalent Entailment Graphs for Question Answering ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; McKenna, Nick. - : Underline Science Inc., 2021 BASE Show details 6 GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chen, Derek; Yu, Zhou. - : Underline Science Inc., 2021 BASE Show details 7 RuleBERT: Teaching Soft Rules to Pre-Trained Language Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ahmadi, Naser; Nakov, Preslav. - : Underline Science Inc., 2021 BASE Show details 8 Implicit Premise Generation with Discourse-aware Commonsense Knowledge Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chakrabarty, Tuhin; Muresan, Smaranda. - : Underline Science Inc., 2021 BASE Show details 9 On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Jansen, Peter; Moreno, Dan. - : Underline Science Inc., 2021 BASE Show details 10 Is Everything in Order? A Simple Way to Order Sentences ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Basu Roy Chowdhury, Somnath; Brahman, Faeze. - : Underline Science Inc., 2021 BASE Show details 11 Cross-Domain Label-Adaptive Stance Detection ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Hardalov, Momchil. - : Underline Science Inc., 2021 BASE Show details 12 Enhanced Language Representation with Label Knowledge for Span Extraction ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Liu, Xingwu; Sun, Zhenyu. - : Underline Science Inc., 2021 BASE Show details 13 The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Csordás, Róbert; Irie, Kazuki. - : Underline Science Inc., 2021 BASE Show details 14 VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Agarwal, Arvind; Iyer, Vivek. - : Underline Science Inc., 2021 BASE Show details 15 Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Branco, Ruben; Branco, António. - : Underline Science Inc., 2021 BASE Show details 16 On Classifying whether Two Texts are on the Same Side of an Argument ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Hakimi, Ahmad Dawar; Heyer, Gerhard; Körner, Erik; Potthast, Martin; Wiedemann, Gregor. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.795/ Abstract: To ease the difficulty of argument stance classification, the task of same side stance classification (S3C) has been proposed. In contrast to actual stance classification, which requires a substantial amount of domain knowledge to identify whether an argument is in favor or against a certain issue, it is argued that, for S3C, only argument similarity within stances needs to be learned to successfully solve the task. We evaluate several transformer-based approaches on the dataset of the recent S3C shared task, followed by an in-depth evaluation and error analysis of our model and the task's hypothesis. We show that, although we achieve state-of-the-art results, our model fails to generalize both within as well as across topics and domains when adjusting the sampling strategy of the training and test set to a more adversarial scenario. Our evaluation shows that current state-of-the-art approaches cannot determine same side stance by ... Keyword: Language Models; Natural Language Processing; Semantic Evaluation; Sociolinguistics URL: https://underline.io/lecture/37386-on-classifying-whether-two-texts-are-on-the-same-side-of-an-argument https://dx.doi.org/10.48448/wmx4-0145 BASE Hide details 17 Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Tejas; Jin, Zhijing. - : Underline Science Inc., 2021 BASE Show details 18 MTAdam: Automatic Balancing of Multiple Training Loss Terms ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Malkiel, Itzik; wolf, lior. - : Underline Science Inc., 2021 BASE Show details 19 Types of Out-of-Distribution Texts and How to Detect Them ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Arora, Udit; He, He. - : Underline Science Inc., 2021 BASE Show details 20 Asking It All: Generating Contextualized Questions for any Semantic Role ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Dagan, Ido; Goldberg, Yoav. - : Underline Science Inc., 2021 BASE Show details Page: 1 2

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