Home
Catalogue search
Refine your search:
Keyword:
Machine Learning (48)
Natural Language Processing (48)
Sentiment Analysis (48)
Computational Linguistics (43)
Machine Learning and Data Mining (42)
Language Models (13)
Deep Learning (3)
Neural Network (3)
Text Generation (2)
Computational Creativity (1)
more
Creator / Publisher:
The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (48)
Liang, Bin (2)
Xia, Rui (2)
Xu, Ruifeng (2)
Yang, Min (2)
Yu, Jianfei (2)
., Aria (1)
., Diana (1)
., Jong C. (1)
., Krithika (1)
more
Year
Medium
Type:
Article (48)
BLLDB-Access
Search in the Catalogues and Directories
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
Hits 1 – 20 of 48
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
Show details
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
Show details
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
Show details
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
Show details
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
Show details
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
BASE
Show details
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
;
Ye, Xi
. - : Underline Science Inc., 2021
Abstract:
Anthology paper link: https://aclanthology.org/2021.emnlp-main.447/ Abstract: When a model attribution technique highlights a particular part of the input, a user might understand this highlight as making a statement about counterfactuals (Miller, 2019): if that part of the input were to change, the model's prediction might change as well. This paper investigates how well different attribution techniques align with this assumption on realistic counterfactuals in the case of reading comprehension (RC). RC is a particularly challenging test case, as token-level attributions that have been extensively studied in other NLP tasks such as sentiment analysis are less suitable to represent the reasoning that RC models perform. We construct counterfactual sets for three different RC settings, and through heuristics that can connect attribution methods' outputs to high-level model behavior, we can evaluate how useful different attribution methods and even different formats are for understanding counterfactuals. We ...
Keyword:
Computational Linguistics
;
Machine Learning
;
Machine Learning and Data Mining
;
Natural Language Processing
;
Sentiment Analysis
URL:
https://dx.doi.org/10.48448/rxrd-6468
https://underline.io/lecture/37547-connecting-attributions-and-qa-model-behavior-on-realistic-counterfactuals
BASE
Hide details
8
End-to-end style-conditioned poetry generation: What does it take to learn from examples alone? ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Eger, Steffen
. - : Underline Science Inc., 2021
BASE
Show details
9
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
Show details
10
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
Show details
11
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
Show details
12
Perceived and Intended Sarcasm Detection with Graph Attention Networks ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Flek, Lucie
;
Plepi, Joan
. - : Underline Science Inc., 2021
BASE
Show details
13
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
Show details
14
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
Show details
15
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
Show details
16
LMSOC: An Approach for Socially Sensitive Pretraining ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Aria
;
Kulkarni, Vivek
. - : Underline Science Inc., 2021
BASE
Show details
17
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
Show details
18
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
Show details
19
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
Show details
20
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
Show details
Page:
1
2
3
Mobile view
All
Catalogues
UB Frankfurt Linguistik
0
IDS Mannheim
0
OLC Linguistik
0
UB Frankfurt Retrokatalog
0
DNB Subject Category Language
0
Institut für Empirische Sprachwissenschaft
0
Leibniz-Centre General Linguistics (ZAS)
0
Bibliographies
BLLDB
0
BDSL
0
IDS Bibliografie zur deutschen Grammatik
0
IDS Bibliografie zur Gesprächsforschung
0
IDS Konnektoren im Deutschen
0
IDS Präpositionen im Deutschen
0
IDS OBELEX meta
0
MPI-SHH Linguistics Collection
0
MPI for Psycholinguistics
0
Linked Open Data catalogues
Annohub
0
Online resources
Link directory
0
Journal directory
0
Database directory
0
Dictionary directory
0
Open access documents
BASE
48
Linguistik-Repository
0
IDS Publikationsserver
0
Online dissertations
0
Language Description Heritage
0
© 2013 - 2024 Lin|gu|is|tik
|
Imprint
|
Privacy Policy
|
Datenschutzeinstellungen ändern