This article examines efficient methods for debiasing language models.
― 5 min read
Computer Science - Computation and Language
RSSThis study investigates factors influencing reader engagement with fiction through eye movements.
― 6 min read
Improving language models' ability to answer complex questions using knowledge graphs.
― 5 min read
A system enhances dialogue accuracy using procedural guidelines.
― 6 min read
This study highlights the need for better recognition of non-binary pronouns in language models.
― 6 min read
A new method enhances machine responses through better emotional understanding.
― 5 min read
Research shows large language models can be trained to mimic human decision-making.
― 6 min read
A project focuses on identifying harmful language in online spaces.
― 5 min read
A new method improves accuracy in automatic speech recognition for meetings.
― 5 min read
A new method enhances reasoning accuracy in language models using structured prompts.
― 7 min read
This study introduces a model for more accurate assessment of text generation systems.
― 8 min read
CALLS aims to improve voice assistants' ability to handle customer interactions.
― 5 min read
LEACE aims to remove bias from models through concept erasure.
― 5 min read
New methods aim to automate labeling of financial numbers in reports.
― 5 min read
Evaluating natural language inference to tackle hate speech in multiple languages.
― 4 min read
This article compares BERT and CLIP in text comprehension and image connections.
― 5 min read
New method enhances inclusion of important medical terms in care instructions.
― 6 min read
A look at how different structures interact in formal languages.
― 5 min read
CUE framework improves reliability of PLM predictions by addressing uncertainty.
― 5 min read
Research reveals parallels in language acquisition between children and language models.
― 6 min read
Learn methods to safeguard PII while using Large Language Models.
― 6 min read
This research enhances translation quality using Quality Estimation from noisy datasets.
― 5 min read
A look into improving image captioning with user input and data techniques.
― 6 min read
Research aims to improve automated captioning of scientific figures using advanced models and datasets.
― 5 min read
Integrating user feedback to improve image captioning models for better user experience.
― 7 min read
Introducing an unsupervised approach for creating concise text summaries efficiently.
― 5 min read
Discover how in-context learning reshapes language model capabilities.
― 7 min read
This study investigates biases in language models using soft-prompt tuning.
― 5 min read
A new benchmark improves evaluation of how models learn visual concepts.
― 11 min read
A new method enhances response selection in dialogue systems through better context understanding.
― 6 min read
Research offers new methods for assessing speech clarity in dysarthria patients.
― 5 min read
Study adapts adversarial attacks from English to Chinese NLP systems.
― 6 min read
A new method improves neural network efficiency and performance in machine learning.
― 5 min read
Improving rare request handling in voice assistants through data augmentation.
― 6 min read
Evaluating how different data types influence research classification in scientific papers.
― 6 min read
Explore how instruction tuning enhances language model performance across various tasks.
― 6 min read
ScienceBenchmark offers a new benchmark for complex scientific databases.
― 4 min read
This article presents a modular design to improve language models' efficiency and adaptability.
― 6 min read
A new method targets gender bias in language models while minimizing data use.
― 6 min read
A look into how well ChatGPT understands and generates humor.
― 5 min read