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NAACL 2021 2021 (115)
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Hits 1 – 20 of 115
1
Negative language transfer in learner English: A new dataset ...
NAACL 2021 2021
;
Demmans Epp, Carrie
;
Farias Wanderley, Leticia
. - : Underline Science Inc., 2021
BASE
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2
Generative Imagination Elevates Machine Translation ...
NAACL 2021 2021
;
Li, Lei
;
Long, Quanyu
. - : Underline Science Inc., 2021
BASE
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3
Parallel sentences mining with transfer learning in an unsupervised setting ...
NAACL 2021 2021
;
Feng, Yifan
;
Mi, Chenggang
. - : Underline Science Inc., 2021
BASE
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4
Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation ...
NAACL 2021 2021
;
Inaguma, Hirofumi
. - : Underline Science Inc., 2021
BASE
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5
Detoxifying Language Models Risks Marginalizing Minority Voices ...
NAACL 2021 2021
;
Gururangan, Suchin
;
Klein, Dan
. - : Underline Science Inc., 2021
BASE
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6
Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding ...
NAACL 2021 2021
;
Berrada, Ismail
;
El Mahdaouy, Abdelkader
;
EL MEKKI, Abdellah
;
KHOUMSI, Ahmed
. - : Underline Science Inc., 2021
Abstract:
Read the paper on the folowing link: https://www.aclweb.org/anthology/2021.naacl-main.226/ Abstract: Finetuning deep pre-trained language models has shown state-of-the-art performances on a wide range of Natural Language Processing (NLP) applications. Nevertheless, their generalization performance drops under domain shift. In the case of Arabic language, diglossia makes building and annotating corpora for each dialect and/or domain a more challenging task. Unsupervised Domain Adaptation tackles this issue by transferring the learned knowledge from labeled source domain data to unlabeled target domain data. In this paper, we propose a new unsupervised domain adaptation method for Arabic cross-domain and cross-dialect sentiment analysis from Contextualized Word Embedding. Several experiments are performed adopting the coarse-grained and the fine-grained taxonomies of Arabic dialects. The obtained results show that our method yields very promising results and outperforms several domain adaptation methods for ...
Keyword:
Artificial Intelligence
;
Computer Science and Engineering
;
Intelligent System
;
Natural Language Processing
URL:
https://dx.doi.org/10.48448/f4qg-nm85
https://underline.io/lecture/20048-domain-adaptation-for-arabic-cross-domain-and-cross-dialect-sentiment-analysis-from-contextualized-word-embedding
BASE
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7
Knowledge Enhanced Masked Language Model for Stance Detection ...
NAACL 2021 2021
;
Kawintiranon, Kornraphop
;
Singh, Lisa
. - : Underline Science Inc., 2021
BASE
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8
LIVE SESSION: 15D-Oral: Phonology, Morphology and Word Segmentation ...
NAACL 2021 2021
. - : Underline Science Inc., 2021
BASE
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9
Universal Dependencies ...
NAACL 2021 2021
;
de Marneffe, Marie-Catherine
;
Manning, Christopher
. - : Underline Science Inc., 2021
BASE
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10
How low is too low? A monolingual take on lemmatisation in Indian languages ...
NAACL 2021 2021
;
Bhattacharyya, Pushpak
;
Saunack, Kumar
. - : Underline Science Inc., 2021
BASE
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11
Frustratingly Easy Edit-based Linguistic Steganography with a Masked Language Model ...
NAACL 2021 2021
;
Kurohashi, Sadao
;
Murawaki, Yugo
. - : Underline Science Inc., 2021
BASE
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12
MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories ...
NAACL 2021 2021
;
Choi, Minjin
;
Choi, Eunseong
. - : Underline Science Inc., 2021
BASE
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13
A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models ...
NAACL 2021 2021
;
He, Bin
;
Liao, Kaiyuan
. - : Underline Science Inc., 2021
BASE
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14
DirectProbe: Studying Representations without Classifiers ...
NAACL 2021 2021
;
Srikumar, Vivek
;
Zhou, Yichu
. - : Underline Science Inc., 2021
BASE
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15
Challenging distributional models with a conceptual network of philosophical terms ...
NAACL 2021 2021
;
Bloem, Jelke
;
Fokkens, Antske
. - : Underline Science Inc., 2021
BASE
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16
Modeling the Severity of Complaints in Social Media ...
NAACL 2021 2021
;
Aletras, Nikolaos
;
Jin, Mali
. - : Underline Science Inc., 2021
BASE
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17
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
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18
Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems ...
NAACL 2021 2021
;
Tyagi, Shubhi
. - : Underline Science Inc., 2021
BASE
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19
CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems ...
NAACL 2021 2021
;
Chawla, Kushal
;
Clever, Rene
. - : Underline Science Inc., 2021
BASE
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20
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning ...
NAACL 2021 2021
;
Bansal, Mohit
;
Saha, Swarnadeep
. - : Underline Science Inc., 2021
BASE
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