A new model improves how robots understand their environment in 3D.
― 7 min read
Computer Science - Computation and Language
RSSA new approach to improve machine text generation quality.
― 5 min read
Samba efficiently manages long sequences for better language processing.
― 5 min read
Learn about the key challenges and methods in summarizing dialogues effectively.
― 6 min read
Exploring how machines detect opinions in social media posts.
― 7 min read
A new method to detect out-of-context news efficiently.
― 4 min read
A new benchmark assesses multilingual model performance in semantic retrieval tasks.
― 7 min read
Study evaluates how well LLMs reason beyond immediate context.
― 5 min read
Research on enhancing language models' efficiency using linear attention and speculative decoding.
― 7 min read
A new method enhances sentiment analysis by addressing new aspects quickly.
― 6 min read
Analyzing harmful memes and their effects on society.
― 5 min read
Exploring the limitations of Direct Preference Optimization in language model training.
― 6 min read
Agents create a language for spatial references in observations during game-play.
― 6 min read
Study reveals bias differences in language models across various languages.
― 5 min read
A new method enhances accuracy in converting informal statements to formal languages.
― 5 min read
TP-LLaMA improves decision-making by learning from both successes and failures.
― 5 min read
This article presents a method to enhance document-level translation using large language models.
― 5 min read
DARA improves language agents' question handling using knowledge graphs.
― 6 min read
Methods to enhance translation quality in large language models.
― 5 min read
A new method enhances language model performance on personal devices while addressing privacy concerns.
― 4 min read
This study enhances text classification accuracy using a new framework for LLMs.
― 4 min read
Learn how EST improves training efficiency and reduces costs for large language models.
― 6 min read
Evaluating how well language models perform research surveys across various academic fields.
― 6 min read
Examining the risks and safety measures in fine-tuning language models.
― 5 min read
Using ads in LLM outputs could reduce costs while keeping content quality high.
― 7 min read
SRFUND offers detailed annotations for better document processing across multiple languages.
― 6 min read
A new tool to assess language models' continuous improvement through feedback.
― 6 min read
mOSCAR provides a multilingual dataset for improved AI understanding of text and images.
― 6 min read
A new benchmark evaluates how LVLMs rely on language prior.
― 6 min read
This article analyzes the performance of fine-tuned models versus generative AI in text classification tasks.
― 4 min read
An analysis of code-mixing among migrants discussing their experiences online.
― 8 min read
A new dataset and library enhance time series analysis using multimodal data.
― 6 min read
A new method improves Large Language Models' ability to forget sensitive information.
― 4 min read
A new approach enhances analysis of arguments in various texts.
― 6 min read
A new framework assesses language models on emotional intelligence and creativity.
― 7 min read
A new approach enhances translation quality by teaching models to reflect on their outputs.
― 7 min read
Using AI chatbots to boost communication in disaster readiness for multiethnic groups.
― 4 min read
A new benchmark aims to assess MLLMs in video understanding across multiple topics.
― 6 min read
A look into how LLMs tackle programming by example challenges.
― 5 min read
Investigating the synergy between LLMs and KGs in AI applications.
― 5 min read