DE eng

Search in the Catalogues and Directories

Page: 1...25 26 27 28 29 30 31 32 33...1.020
Hits 561 – 580 of 20.398

561
Structural Pre-training for Dialogue Comprehension ...
BASE
Show details
562
A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples ...
Abstract: Read paper: https://www.aclanthology.org/2021.findings-acl.207 Abstract: Previous work on adversarial attacks on dependency parsers has mostly focused on attack methods, as opposed to the quality of adversarial examples, which in previous work has been relatively low. To address this gap, we propose a method to generate high-quality adversarial examples with a higher number of candidate generators and stricter filters, and then verify their quality using automatic and human evaluations. We perform analysis with different parsing models and observe that: (i) injecting words not used in the training stage is an effective attack strategy; (ii) adversarial examples generated against a parser strongly depend on the parser model, the token embeddings, and even the specific instantiation of the model (i.e., a random seed). We use these insights to improve the robustness of English parsing models, relying on adversarial training and model ensembling. ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://dx.doi.org/10.48448/ph5k-d427
https://underline.io/lecture/26298-a-closer-look-into-the-robustness-of-neural-dependency-parsers-using-better-adversarial-examples
BASE
Hide details
563
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation ...
BASE
Show details
564
Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes ...
BASE
Show details
565
Evaluation of Summarization Systems across Gender, Age, and Race ...
BASE
Show details
566
Personalized Transformer for Explainable Recommendation ...
BASE
Show details
567
A Language Model-based Generative Classifier for Sentence-level Discourse Parsing ...
BASE
Show details
568
Neural-Symbolic Commonsense Reasoner with Relation Predictors ...
BASE
Show details
569
Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene ...
BASE
Show details
570
Controllable Neural Dialogue Summarization with Personal Named Entity Planning ...
BASE
Show details
571
Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering ...
BASE
Show details
572
Self-Attention Networks Can Process Bounded Hierarchical Languages ...
BASE
Show details
573
DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions ...
BASE
Show details
574
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers ...
BASE
Show details
575
"We will Reduce Taxes" - Identifying Election Pledges with Language Models ...
BASE
Show details
576
Foreseeing the Benefits of Incidental Supervision ...
BASE
Show details
577
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization ...
BASE
Show details
578
Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing ...
BASE
Show details
579
Domain-Adaptive Pretraining Methods for Dialogue Understanding ...
BASE
Show details
580
Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer ...
BASE
Show details

Page: 1...25 26 27 28 29 30 31 32 33...1.020

Catalogues
1.723
275
963
0
8
151
126
Bibliographies
7.546
8
182
0
10
3
0
49
73
Linked Open Data catalogues
0
Online resources
560
96
37
3
Open access documents
10.995
115
0
0
0
© 2013 - 2024 Lin|gu|is|tik | Imprint | Privacy Policy | Datenschutzeinstellungen ändern