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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...68 Hits 81 – 100 of 1.343 81 The Dark Side of the Language: Pre-trained Transformers in the DarkNet ... Ranaldi, Leonardo; Nourbakhsh, Aria; Patrizi, Arianna. - : arXiv, 2022 BASE Show details 82 Discontinuous Constituency and BERT: A Case Study of Dutch ... Kogkalidis, Konstantinos; Wijnholds, Gijs. - : arXiv, 2022 BASE Show details 83 Cross-Platform Difference in Facebook and Text Messages Language Use: Illustrated by Depression Diagnosis ... Liu, Tingting; Giorgi, Salvatore; Tao, Xiangyu. - : arXiv, 2022 BASE Show details 84 Improving Word Translation via Two-Stage Contrastive Learning ... Li, Yaoyiran; Liu, Fangyu; Collier, Nigel. - : arXiv, 2022 BASE Show details 85 nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based models ... Nigam, Shubham Kumar; Goel, Navansh. - : arXiv, 2022 BASE Show details 86 Learning grammar with a divide-and-concur neural network ... Deyo, Sean; Elser, Veit. - : arXiv, 2022 BASE Show details 87 Self-Supervised Representation Learning for Speech Using Visual Grounding and Masked Language Modeling ... Peng, Puyuan; Harwath, David. - : arXiv, 2022 BASE Show details 88 Accurate Online Posterior Alignments for Principled Lexically-Constrained Decoding ... Chatterjee, Soumya; Sarawagi, Sunita; Jyothi, Preethi. - : arXiv, 2022 BASE Show details 89 Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction ... Hofstätter, Sebastian; Khattab, Omar; Althammer, Sophia. - : arXiv, 2022 BASE Show details 90 Can Rationalization Improve Robustness? ... Chen, Howard; He, Jacqueline; Narasimhan, Karthik; Chen, Danqi. - : arXiv, 2022 Abstract: A growing line of work has investigated the development of neural NLP models that can produce rationales--subsets of input that can explain their model predictions. In this paper, we ask whether such rationale models can also provide robustness to adversarial attacks in addition to their interpretable nature. Since these models need to first generate rationales ("rationalizer") before making predictions ("predictor"), they have the potential to ignore noise or adversarially added text by simply masking it out of the generated rationale. To this end, we systematically generate various types of 'AddText' attacks for both token and sentence-level rationalization tasks, and perform an extensive empirical evaluation of state-of-the-art rationale models across five different tasks. Our experiments reveal that the rationale models show the promise to improve robustness, while they struggle in certain scenarios--when the rationalizer is sensitive to positional bias or lexical choices of attack text. Further, ... : Accepted to NAACL 2022 ... Keyword: Computation and Language cs.CL; Cryptography and Security cs.CR; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.2204.11790 https://arxiv.org/abs/2204.11790 BASE Hide details 91 Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs ... Shang, Chao; Wang, Guangtao; Qi, Peng. - : arXiv, 2022 BASE Show details 92 HistBERT: A Pre-trained Language Model for Diachronic Lexical Semantic Analysis ... Qiu, Wenjun; Xu, Yang. - : arXiv, 2022 BASE Show details 93 Towards Explainable Evaluation Metrics for Natural Language Generation ... Leiter, Christoph; Lertvittayakumjorn, Piyawat; Fomicheva, Marina. - : arXiv, 2022 BASE Show details 94 ASL Video Corpora & Sign Bank: Resources Available through the American Sign Language Linguistic Research Project (ASLLRP) ... Neidle, Carol; Opoku, Augustine; Metaxas, Dimitris. - : arXiv, 2022 BASE Show details 95 How do lexical semantics affect translation? An empirical study ... Subramanian, Vivek; Sundararaman, Dhanasekar. - : arXiv, 2022 BASE Show details 96 Compositionality as Lexical Symmetry ... Akyürek, Ekin; Andreas, Jacob. - : arXiv, 2022 BASE Show details 97 How Effective is Incongruity? Implications for Code-mix Sarcasm Detection ... Shah, Aditya; Maurya, Chandresh Kumar. - : arXiv, 2022 BASE Show details 98 Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings ... Bollegala, Danushka. - : arXiv, 2022 BASE Show details 99 COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics ... Qin, Lianhui; Welleck, Sean; Khashabi, Daniel. - : arXiv, 2022 BASE Show details 100 LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ... Xu, Canwen; Guo, Daya; Duan, Nan. - : arXiv, 2022 BASE Show details Page: 1 2 3 4 5 6 7 8 9...68

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