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The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (65)
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Hits 1 – 20 of 65
1
Automatic Error Type Annotation for Arabic ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Belkebir, Riadh
;
Habash, Nizar
. - : Underline Science Inc., 2021
Abstract:
We present ARETA, an automatic error type annotation system for Modern Standard Arabic. We design ARETA to address Arabic’s morphological richness and orthographic ambiguity. We base our error taxonomy on the Arabic Learner Corpus (ALC) Error Tagset with some modifications. ARETA achieves a performance of 85.8% (micro average F1 score) on a manually annotated blind test portion of ALC. We also demonstrate ARETA’s usability by applying it to a number of submissions from the QALB 2014 shared task for Arabic grammatical error correction. The resulting analyses give helpful insights on the strengths and weaknesses of different submissions, which is more useful than the opaque M2 scoring metrics used in the shared task. ARETA employs a large Arabic morphological analyzer but is completely unsupervised otherwise. We make ARETA publicly available. ...
Keyword:
Computational Linguistics
;
Information Extraction
;
Language Models
;
Machine Learning
;
Machine Learning and Data Mining
;
Natural Language Processing
URL:
https://dx.doi.org/10.48448/1s26-nw85
https://underline.io/lecture/39891-automatic-error-type-annotation-for-arabic
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2
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Han, Jiawei
;
Huang, Jiaxin
. - : Underline Science Inc., 2021
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3
HittER: Hierarchical Transformers for Knowledge Graph Embeddings ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Chen, Sanxing
;
Gao, Jianfeng
. - : Underline Science Inc., 2021
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4
AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Ding, Haoran
;
Luo, Xiao
. - : Underline Science Inc., 2021
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5
Corpus-based Open-Domain Event Type Induction ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Shen, Jiaming
. - : Underline Science Inc., 2021
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6
Extracting Event Temporal Relations via Hyperbolic Geometry ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Tan, Xingwei
. - : Underline Science Inc., 2021
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7
Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Collins, Michael
;
Effland, Thomas
. - : Underline Science Inc., 2021
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8
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Chen, Jiawei
. - : Underline Science Inc., 2021
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9
Corrected CBOW Performs as well as Skip-gram ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Karl
;
Benton, Adrian
. - : Underline Science Inc., 2021
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10
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
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11
Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Shi, Qi
. - : Underline Science Inc., 2021
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12
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Garg, Shweta
;
Han, Jiawei
. - : Underline Science Inc., 2021
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13
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Li, Zhoujun
;
Li, Mu
. - : Underline Science Inc., 2021
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14
TEET! Tunisian Dataset for Toxic Speech Detection ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Heger
;
Gharbi, Slim
. - : Underline Science Inc., 2021
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15
Entity Relation Extraction as Dependency Parsing in Visually Rich Documents ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Zhang, Yue
. - : Underline Science Inc., 2021
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16
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Ma, Xinyin
. - : Underline Science Inc., 2021
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17
Lifelong Event Detection with Knowledge Transfer ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Ji, Heng
;
Natarajan, Premkumar
. - : Underline Science Inc., 2021
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18
SUBSUME: A Dataset for Subjective Summary Extraction from Wikipedia Documents ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Matteo
;
Fariha, Anna
. - : Underline Science Inc., 2021
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19
Few-Shot Named Entity Recognition: An Empirical Baseline Study ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Balakrishnan, Shobana
;
Chen, Weizhu
. - : Underline Science Inc., 2021
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20
Low-resource Taxonomy Enrichment with Pretrained Language Models ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Akimoto, Kosuke
;
Oyamada, Masafumi
. - : Underline Science Inc., 2021
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