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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 Hits 1 – 20 of 83 1 Negative language transfer in learner English: A new dataset ... NAACL 2021 2021; Demmans Epp, Carrie; Farias Wanderley, Leticia. - : Underline Science Inc., 2021 BASE Show details 2 Generative Imagination Elevates Machine Translation ... NAACL 2021 2021; Li, Lei; Long, Quanyu. - : Underline Science Inc., 2021 BASE Show details 3 Parallel sentences mining with transfer learning in an unsupervised setting ... NAACL 2021 2021; Feng, Yifan; Mi, Chenggang. - : Underline Science Inc., 2021 BASE Show details 4 Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation ... NAACL 2021 2021; Inaguma, Hirofumi. - : Underline Science Inc., 2021 BASE Show details 5 Detoxifying Language Models Risks Marginalizing Minority Voices ... NAACL 2021 2021; Gururangan, Suchin; Klein, Dan. - : Underline Science Inc., 2021 BASE Show details 6 Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding ... NAACL 2021 2021; Berrada, Ismail; El Mahdaouy, Abdelkader. - : Underline Science Inc., 2021 BASE Show details 7 Knowledge Enhanced Masked Language Model for Stance Detection ... NAACL 2021 2021; Kawintiranon, Kornraphop; Singh, Lisa. - : Underline Science Inc., 2021 Abstract: Read the paper on the folowing link: https://www.aclweb.org/anthology/2021.naacl-main.376/ Abstract: Detecting stance on Twitter is especially challenging because of the short length of each tweet, the continuous coinage of new terminology and hashtags, and the deviation of sentence structure from standard prose. Finetuned language models using large-scale in-domain data have been shown to be the new state-of-the-art for many NLP tasks, including stance detection. In this paper, we propose a novel BERT-based fine-tuning method that enhances the masked language model for stance detection. Instead of random token masking, we propose using a weighted log-odds-ratio to identify words with high stance distinguishability and then model an attention mechanism that focuses on these words. We show that our proposed approach outperforms the state of the art for stance detection on Twitter data about the 2020 US Presidential election. ... Keyword: Artificial Intelligence; Computer Science and Engineering; Intelligent System; Natural Language Processing URL: https://underline.io/lecture/19690-knowledge-enhanced-masked-language-model-for-stance-detection https://dx.doi.org/10.48448/a5gk-tk54 BASE Hide details 8 Universal Dependencies ... NAACL 2021 2021; de Marneffe, Marie-Catherine; Manning, Christopher. - : Underline Science Inc., 2021 BASE Show details 9 Frustratingly Easy Edit-based Linguistic Steganography with a Masked Language Model ... NAACL 2021 2021; Kurohashi, Sadao; Murawaki, Yugo. - : Underline Science Inc., 2021 BASE Show details 10 MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories ... NAACL 2021 2021; Choi, Minjin; Choi, Eunseong. - : Underline Science Inc., 2021 BASE Show details 11 DirectProbe: Studying Representations without Classifiers ... NAACL 2021 2021; Srikumar, Vivek; Zhou, Yichu. - : Underline Science Inc., 2021 BASE Show details 12 Challenging distributional models with a conceptual network of philosophical terms ... NAACL 2021 2021; Bloem, Jelke; Fokkens, Antske. - : Underline Science Inc., 2021 BASE Show details 13 Modeling the Severity of Complaints in Social Media ... NAACL 2021 2021; Aletras, Nikolaos; Jin, Mali. - : Underline Science Inc., 2021 BASE Show details 14 ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding ... NAACL 2021 2021; Li, Yu-Kun; Xiao, Dongling. - : Underline Science Inc., 2021 BASE Show details 15 Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems ... NAACL 2021 2021; Tyagi, Shubhi. - : Underline Science Inc., 2021 BASE Show details 16 CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems ... NAACL 2021 2021; Chawla, Kushal; Clever, Rene. - : Underline Science Inc., 2021 BASE Show details 17 multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning ... NAACL 2021 2021; Bansal, Mohit; Saha, Swarnadeep. - : Underline Science Inc., 2021 BASE Show details 18 Modeling Framing in Immigration Discourse on Social Media ... NAACL 2021 2021; Budak, Ceren; Jurgens, David. - : Underline Science Inc., 2021 BASE Show details 19 Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve ... NAACL 2021 2021; Agarwal, Oshin; Nenkova, Ani. - : Underline Science Inc., 2021 BASE Show details 20 SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding ... NAACL 2021 2021; ., Michael; Zhu, Chenguang. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4 5

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