PMixED improves privacy without sacrificing performance in large language models.
― 8 min read
Computer Science - Computation and Language
RSSCoLLEGe helps language models learn new concepts efficiently using minimal examples.
― 8 min read
A method for creating coherent text from multiple document highlights.
― 4 min read
This study presents a new framework for analyzing how we express general ideas.
― 6 min read
A look into the importance and methods of event temporal relation extraction.
― 6 min read
A new dataset helps IR models adapt to complex instructions for better performance.
― 3 min read
This study evaluates the effectiveness of chatGPT-generated captions in identifying sponsored content.
― 5 min read
Learn how text clustering organizes written content for better analysis.
― 8 min read
BDoG improves AI reasoning by integrating various data types effectively.
― 7 min read
A new model enhances machines' understanding of spatial audio.
― 5 min read
A new method enhances language models through knowledge integration.
― 6 min read
A study on the performance and evaluation methods of large language models.
― 8 min read
AttentionStore improves efficiency in language model conversations by reusing past caches.
― 6 min read
A new model improves speech-to-text efficiency in real-time applications.
― 6 min read
Learn how ghost sentences can help users safeguard their personal data online.
― 5 min read
Exploring OCR technology for better access to scientific documents.
― 7 min read
New methods enhance ASR for underrepresented languages using data from similar languages.
― 5 min read
Learn how X-AMR transforms event coreference resolution with graphical representation.
― 7 min read
A method to enhance how machines interpret complex chart questions.
― 6 min read
ALoRA enhances language model tuning by dynamically allocating parameters.
― 7 min read
Discover how language models can enhance our understanding of argument quality.
― 8 min read
ChapTER combines historical context and textual knowledge for improved TKGR performance.
― 7 min read
This study addresses challenges in capturing accurate medical terms from noisy audio.
― 7 min read
A study of techniques used to bypass safety measures in AI language models.
― 8 min read
Efforts to enhance sentence embeddings for better handling of informal language.
― 5 min read
Combining Natural Language Inference and concept embeddings improves filling missing knowledge in ontologies.
― 6 min read
This study assesses sounds versus words in reconstructing language family trees.
― 6 min read
Study compares rule-based and language model systems for extracting social support data.
― 5 min read
Introducing TABDet, a new method for detecting backdoor attacks across NLP tasks.
― 5 min read
A powerful language model for diverse applications across multiple languages.
― 6 min read
Examining effective counterspeech methods to combat hate on social media.
― 8 min read
This article explores how text elements influence classification tasks in NLP.
― 4 min read
A study on how prior knowledge affects LLMs' ability to recognize emotions.
― 5 min read
New methods enhance text generation by focusing on concise, relevant citations.
― 5 min read
This study compares SES methods for improved lemmatization across multiple languages.
― 5 min read
A new approach to mix data for better language model performance.
― 7 min read
Linking legal predictions to precedent improves transparency and usability.
― 7 min read
A new method shows variational learning can excel in training complex models.
― 5 min read
This article discusses a new method for better phrase retrieval in language processing.
― 5 min read
A look into the causes and detection of inaccuracies in AI decision-making.
― 6 min read