DE eng

Search in the Catalogues and Directories

Page: 1 2 3 4 5...52
Hits 1 – 20 of 1.029

1
On Homophony and Rényi Entropy ...
BASE
Show details
2
On the Role of Corpus Ordering in Language Modeling ...
BASE
Show details
3
Evaluation of Unsupervised Automatic Readability Assessors Using Rank Correlations ...
BASE
Show details
4
Analysis of Language Change in Collaborative Instruction Following ...
BASE
Show details
5
Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora ...
Abstract: Large web-crawled corpora represent an excellent resource for improving the performance of Neural Machine Translation (NMT) systems across several language pairs. However, since these corpora are typically extremely noisy, their use is fairly limited. Current approaches to deal with this problem mainly focus on filtering using heuristics or single features such as language model scores or bi-lingual similarity. This work presents an alternative approach which learns weights for multiple sentence-level features. These feature weights which are optimized directly for the task of improving translation performance, are used to score and filter sentences in the noisy corpora more effectively. We provide results of applying this technique to building NMT systems using the Paracrawl corpus for Estonian-English and show that it beats strong single feature baselines and hand designed combinations. Additionally, we analyze the sensitivity of this method to different types of noise and explore if the learned weights ...
URL: https://underline.io/lecture/39478-learning-feature-weights-using-reward-modeling-for-denoising-parallel-corpora
https://dx.doi.org/10.48448/xmmn-vb09
BASE
Hide details
6
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching ...
BASE
Show details
7
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph ...
BASE
Show details
8
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset ...
BASE
Show details
9
Automatic Bilingual Markup Transfer ...
BASE
Show details
10
An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages ...
BASE
Show details
11
Challenges in Detoxifying Language Models ...
BASE
Show details
12
SD-QA: Spoken Dialectal Question Answering for the Real World ...
BASE
Show details
13
Plan-then-Generate: Controlled Data-to-Text Generation via Planning ...
BASE
Show details
14
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems ...
BASE
Show details
15
Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication ...
BASE
Show details
16
Live Session - 4E: Phonology, Morphology and Word Segmentation ...
BASE
Show details
17
Signed Coreference Resolution ...
BASE
Show details
18
Backtranslation in Neural Morphological Inflection ...
BASE
Show details
19
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
BASE
Show details
20
Translating Headers of Tabular Data: A Pilot Study of Schema Translation ...
BASE
Show details

Page: 1 2 3 4 5...52

Catalogues
0
0
0
0
0
0
0
Bibliographies
0
0
0
0
0
0
0
0
0
Linked Open Data catalogues
0
Online resources
0
0
0
0
Open access documents
1.029
0
0
0
0
© 2013 - 2024 Lin|gu|is|tik | Imprint | Privacy Policy | Datenschutzeinstellungen ändern