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The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (42)
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Hits 1 – 20 of 42
1
Developing Conversational Data and Detection of Conversational Humor in Telugu ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Pétur O.
;
Jónsson, Haukur P.
. - : Underline Science Inc., 2021
BASE
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2
Detecting Gender Bias using Explainability ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Krithika
;
Gupta, Gauri
. - : Underline Science Inc., 2021
BASE
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3
Characterizing Test Anxiety on Social Media ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Julka, Esha
;
Kowalishin, Olivia
. - : Underline Science Inc., 2021
BASE
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4
Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Ong, Desmond
;
Suresh, Varsha
. - : Underline Science Inc., 2021
BASE
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5
Open Aspect Target Sentiment Classification with Natural Language Prompts ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Birle, Ian
;
Chang, Haw-Shiuan
. - : Underline Science Inc., 2021
BASE
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6
SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant Analysis ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Maneriker, Pranav
. - : Underline Science Inc., 2021
Abstract:
Anthology paper link: https://aclanthology.org/2021.emnlp-main.548/ Abstract: Darknet market forums are frequently used to exchange illegal goods and services between parties who use encryption to conceal their identities. The Tor network is used to host these markets, which guarantees additional anonymization from IP and location tracking, making it challenging to link across malicious users using multiple accounts (sybils). Additionally, users migrate to new forums when one is closed further increasing the difficulty of linking users across multiple forums. We develop a novel stylometry-based multitask learning approach for natural language and model interactions using graph embeddings to construct low-dimensional representations of short episodes of user activity for authorship attribution. We provide a comprehensive evaluation of our methods across four different darknet forums demonstrating its efficacy over the state-of-the-art, with a lift of up to 2.5X on Mean Retrieval Rank and 2X on Recall@10. ...
Keyword:
Computational Linguistics
;
Machine Learning
;
Machine Learning and Data Mining
;
Natural Language Processing
;
Sentiment Analysis
URL:
https://underline.io/lecture/37823-sysml-stylometry-with-structure-and-multitask-learning-implications-for-darknet-forum-migrant-analysis
https://dx.doi.org/10.48448/s63v-7h55
BASE
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7
Connecting Attributions and QA Model Behavior on Realistic Counterfactuals ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Durrett, Greg
;
Nair, Rohan
. - : Underline Science Inc., 2021
BASE
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8
Solving Aspect Category Sentiment Analysis as a Text Generation Task ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Liu, Jian
. - : Underline Science Inc., 2021
BASE
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9
CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Ke, Zixuan
;
Liu, Bing
. - : Underline Science Inc., 2021
BASE
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10
Improving Multimodal fusion via Mutual Dependency Maximisation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Chapuis, Emile
;
Clavel, Chloé
. - : Underline Science Inc., 2021
BASE
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11
Does Commonsense help in detecting Sarcasm? ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Basu Roy Chowdhury, Somnath
;
Chaturvedi, Snigdha
. - : Underline Science Inc., 2021
BASE
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12
Improving Federated Learning for Aspect-based Sentiment Analysis via Topic Memories ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Chen, Guimin
;
qin, han
. - : Underline Science Inc., 2021
BASE
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13
How much coffee was consumed during EMNLP 2019? Fermi Problems: A New Reasoning Challenge for AI ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Chandrasekaran, Arjun
;
Clark, Peter
. - : Underline Science Inc., 2021
BASE
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14
Towards Label-Agnostic Emotion Embeddings ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Buechel, Sven
;
Hahn, Udo
. - : Underline Science Inc., 2021
BASE
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15
The Effect of Round-Trip Translation on Fairness in Sentiment Analysis ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Christiansen, Jonathan Gabel
;
Gammelgaard, Mathias Lykke
. - : Underline Science Inc., 2021
BASE
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16
Multimodal Phased Transformer for Sentiment Analysis ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Cheng, Junyan
;
Fostiropoulos, Iordanis
. - : Underline Science Inc., 2021
BASE
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17
MATE: Multi-view Attention for Table Transformer Efficiency ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Cohen, William
;
Eisenschlos, Julian
. - : Underline Science Inc., 2021
BASE
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18
Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Bao, Jianzhu
;
Liang, Bin
. - : Underline Science Inc., 2021
BASE
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19
Classifying Dyads for Militarized Conflict Analysis ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Ahbab, Samin
;
Cotterell, Ryan
. - : Underline Science Inc., 2021
BASE
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20
Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Ju, Xincheng
. - : Underline Science Inc., 2021
BASE
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