A new method enhances LLM performance while reducing complexity.
― 7 min read
Computer Science - Computation and Language
RSSThis framework enhances model performance by addressing low-quality augmented data.
― 6 min read
Exploring the importance of ethics in hate speech detection research.
― 6 min read
Exploring the pitfalls of language models in data interpretation.
― 5 min read
We enhance Direct Preference Optimization to better handle ties in decision-making.
― 6 min read
A method to enhance efficiency of language models with long text inputs.
― 5 min read
New method improves language models' knowledge from limited data.
― 7 min read
Research on LLMs in multilingual mental health settings highlights successes and challenges.
― 5 min read
A new method enhances predictions of language features using textual data.
― 6 min read
A new method improves speech interactions by integrating recognition and response processes.
― 5 min read
A new framework aims to enhance reliability and clarity in AI reasoning.
― 7 min read
A new system encourages diverse perspectives in artificial intelligence discussions.
― 3 min read
A new framework enhances hate speech detection and promotes fairness online.
― 6 min read
This study investigates toxic comments targeting marginalized groups in Bengali on social media.
― 6 min read
AI and machine learning are reshaping industries and daily life.
― 7 min read
Evaluating VLMs on spatial tasks using visual and unclear text.
― 6 min read
A new dataset aims to improve understanding of time-related question ambiguities.
― 5 min read
Research evaluates connections between speech and language models for improved recognition and translation.
― 5 min read
This method allows language models to consider alternative outcomes in text generation.
― 5 min read
A system to streamline knowledge on Large Language Models for researchers.
― 6 min read
Exploring the idea of math as a way to express human thoughts.
― 7 min read
Exploring the impact and future of large language models in communication.
― 7 min read
ASLS enables real-time customization of language models based on user interactions.
― 4 min read
A method to boost automatic speech recognition by blending keyword lists with language models.
― 4 min read
This study focuses on enhancing entity recognition in old texts affected by OCR errors.
― 6 min read
A study on vocal imitation techniques using technology to enhance communication.
― 5 min read
A new framework enhances models' ability to handle time-related questions effectively.
― 5 min read
Examining how robots can truly understand language through real-world experiences.
― 6 min read
Utilizing NLP to document and protect the endangered Hawrami dialect.
― 6 min read
Learn how to effectively train speech models with fewer labeled resources.
― 7 min read
A new approach to assess AI benchmarks for cultural understanding.
― 8 min read
CodeInsight offers a refined dataset for generating Python code with real examples.
― 7 min read
An analysis of gender terminology in speech technology and its societal implications.
― 7 min read
Introducing CLIPFit, a method for efficient fine-tuning of Vision-Language Models.
― 6 min read
Examining the impact of AI-generated text on investor decisions.
― 5 min read
A study on omissions and distortions in natural language generation from RDF data.
― 5 min read
Learn how low-bit quantization improves the efficiency of large language models.
― 6 min read
A new method improves accuracy in answering questions from tables by merging two systems.
― 7 min read
SWE2 improves detection of hate speech on social media through advanced techniques.
― 4 min read
This framework improves counterfactual statement detection using neural models and causal methods.
― 6 min read