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07/31/2023
NLLG Quarterly arXiv Report 06/23: What are the most influential current AI Papers?
The rapid growth of information in the field of Generative Artificial In...
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06/22/2023
Cross-lingual Cross-temporal Summarization: Dataset, Models, Evaluation
While summarization has been extensively researched in natural language ...
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06/07/2023
Cross-Genre Argument Mining: Can Language Models Automatically Fill in Missing Discourse Markers?
Available corpora for Argument Mining differ along several axes, and one...
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05/24/2023
Trade-Offs Between Fairness and Privacy in Language Modeling
Protecting privacy in contemporary NLP models is gaining in importance. ...
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02/20/2023
ChatGPT: A Meta-Analysis after 2.5 Months
ChatGPT, a chatbot developed by OpenAI, has gained widespread popularity...
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12/20/2022
Transformers Go for the LOLs: Generating (Humourous) Titles from Scientific Abstracts End-to-End
We consider the end-to-end abstract-to-title generation problem, explori...
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12/20/2022
ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models
State-of-the-art poetry generation systems are often complex. They eithe...
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12/20/2022
BMX: Boosting Machine Translation Metrics with Explainability
State-of-the-art machine translation evaluation metrics are based on bla...
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10/09/2022
FairGer: Using NLP to Measure Support for Women and Migrants in 155 Years of German Parliamentary Debates
We measure support with women and migrants in German political debates o...
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09/20/2022
Can we do that simpler? Simple, Efficient, High-Quality Evaluation Metrics for NLG
We explore efficient evaluation metrics for Natural Language Generation ...
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09/06/2022
Layer or Representation Space: What makes BERT-based Evaluation Metrics Robust?
The evaluation of recent embedding-based evaluation metrics for text gen...
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08/15/2022
MENLI: Robust Evaluation Metrics from Natural Language Inference
Recently proposed BERT-based evaluation metrics perform well on standard...
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03/30/2022
Reproducibility Issues for BERT-based Evaluation Metrics
Reproducibility is of utmost concern in machine learning and natural lan...
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02/28/2022
Detecting Stance in Scientific Papers: Did we get more Negative Recently?
In this paper, we classify scientific articles in the domain of natural ...
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02/21/2022
USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation
The vast majority of evaluation metrics for machine translation are supe...
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01/31/2022
Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations
Multilingual representations pre-trained with monolingual data exhibit c...
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01/26/2022
DiscoScore: Evaluating Text Generation with BERT and Discourse Coherence
Recently, there has been a growing interest in designing text generation...
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10/20/2021
Better than Average: Paired Evaluation of NLP Systems
Evaluation in NLP is usually done by comparing the scores of competing s...
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10/08/2021
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors
Evaluation metrics are a key ingredient for progress of text generation ...
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08/13/2021
Diachronic Analysis of German Parliamentary Proceedings: Ideological Shifts through the Lens of Political Biases
We analyze bias in historical corpora as encoded in diachronic distribut...
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08/02/2021
Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset
We introduce the well-established social scientific concept of social so...
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06/02/2021
BERT-Defense: A Probabilistic Model Based on BERT to Combat Cognitively Inspired Orthographic Adversarial Attacks
Adversarial attacks expose important blind spots of deep learning system...
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11/04/2020
Probing Multilingual BERT for Genetic and Typological Signals
We probe the layers in multilingual BERT (mBERT) for phylogenetic and ge...
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11/01/2020
Vec2Sent: Probing Sentence Embeddings with Natural Language Generation
We introspect black-box sentence embeddings by conditionally generating ...
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10/12/2020
From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks
Adversarial attacks are label-preserving modifications to inputs of mach...
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08/20/2020
Inducing Language-Agnostic Multilingual Representations
Multilingual representations have the potential to make cross-lingual sy...
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06/16/2020
How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation
Sentence encoders map sentences to real valued vectors for use in downst...
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03/17/2020
PO-EMO: Conceptualization, Annotation, and Modeling of Aesthetic Emotions in German and English Poetry
Most approaches to emotion analysis regarding social media, literature, ...
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09/26/2019
Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry
Due to its semantic succinctness and novelty of expression, poetry is a ...
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09/11/2019
DBPal: Weak Supervision for Learning a Natural Language Interface to Databases
This paper describes DBPal, a new system to translate natural language u...
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09/05/2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance
A robust evaluation metric has a profound impact on the development of t...
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06/06/2019
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications
Obstacles hindering the development of capsule networks for challenging ...
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06/04/2019
Pitfalls in the Evaluation of Sentence Embeddings
Deep learning models continuously break new records across different NLP...
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03/27/2019
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems
Visual modifications to text are often used to obfuscate offensive comme...
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03/27/2019
Does My Rebuttal Matter? Insights from a Major NLP Conference
Peer review is a core element of the scientific process, particularly in...
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03/07/2019
Predicting Research Trends From Arxiv
We perform trend detection on two datasets of Arxiv papers, derived from...
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01/09/2019
Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks
Activation functions play a crucial role in neural networks because they...
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07/24/2018
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!
Argumentation mining (AM) requires the identification of complex discour...
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04/11/2018
Multi-Task Learning for Argumentation Mining in Low-Resource Settings
We investigate whether and where multi-task learning (MTL) can improve p...
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04/11/2018
Multi-Task Learning for Argumentation Mining
We investigate whether and where multi-task learning (MTL) can improve p...
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03/04/2018
Concatenated p-mean Word Embeddings as Universal Cross-Lingual Sentence Representations
Average word embeddings are a common baseline for more sophisticated sen...
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04/24/2017
What is the Essence of a Claim? Cross-Domain Claim Identification
Argument mining has become a popular research area in NLP. It typically ...
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04/20/2017
Neural End-to-End Learning for Computational Argumentation Mining
We investigate neural techniques for end-to-end computational argumentat...
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04/08/2017
On the Linearity of Semantic Change: Investigating Meaning Variation via Dynamic Graph Models
We consider two graph models of semantic change. The first is a time-ser...
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04/07/2017
EELECTION at SemEval-2017 Task 10: Ensemble of nEural Learners for kEyphrase ClassificaTION
This paper describes our approach to the SemEval 2017 Task 10: "Extracti...
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10/25/2016
Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks
We analyze the performance of encoder-decoder neural models and compare ...
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07/18/2016
Language classification from bilingual word embedding graphs
We study the role of the second language in bilingual word embeddings in...
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11/02/2015
