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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
BASE
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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
BASE
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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
BASE
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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
BASE
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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
BASE
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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
BASE
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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
BASE
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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
BASE
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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
BASE
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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
BASE
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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
Abstract:
Anthology paper link: https://aclanthology.org/2021.emnlp-main.16/ Abstract: Table-based fact verification task aims to verify whether the given statement is supported by the given semi-structured table. Symbolic reasoning with logical operations plays a crucial role in this task. Existing methods leverage programs that contain rich logical information to enhance the verification process. However, due to the lack of fully supervised signals in the program generation process, spurious programs can be derived and employed, which leads to the inability of the model to catch helpful logical operations. To address the aforementioned problems, in this work, we formulate the tablebased fact verification task as an evidence retrieval and reasoning framework, proposing the Logic-level Evidence Retrieval and Graphbased Verification network (LERGV). Specifically, we first retrieve logic-level program-like evidence from the given table and statement as supplementary evidence for the table. After that, we construct a ...
Keyword:
Computational Linguistics
;
Information Extraction
;
Machine Learning
;
Machine Learning and Data Mining
;
Natural Language Processing
URL:
https://dx.doi.org/10.48448/sr08-bv02
https://underline.io/lecture/37335-logic-level-evidence-retrieval-and-graph-based-verification-network-for-table-based-fact-verification
BASE
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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
BASE
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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
BASE
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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
BASE
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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
BASE
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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
BASE
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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
BASE
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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
BASE
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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
BASE
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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
BASE
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