Research reveals effective strategies for utilizing parallel corpora in multilingual models.
― 5 min read
Computer Science - Computation and Language
RSSImprove model training for coding tasks through effective data pruning techniques.
― 4 min read
New models enhance automatic tagging of Medieval Latin texts for better analysis.
― 6 min read
This article highlights the need for clear classification in long-context language tasks.
― 5 min read
GraphArena evaluates LLM performance on graph problems using real-world data.
― 6 min read
This study explores the trade-off between diversity and factual accuracy in AI-generated images.
― 12 min read
Using technology to improve fact-checking and combat misinformation effectively.
― 5 min read
This article presents a method that streamlines retrieval and text generation in NLP.
― 7 min read
A new method improves performance of LLMs in complex math tasks.
― 5 min read
A new method combines text-based and SQL reasoning for improved table question answering.
― 5 min read
MalAlgoQA dataset evaluates reasoning of Large Language Models in counterfactual scenarios.
― 5 min read
Research shows tuning with English data may enhance multilingual information retrieval.
― 5 min read
A system that generates cooking recipes from images of food.
― 6 min read
HIGHT enhances language models by using hierarchical information from graph data.
― 7 min read
This study examines how visual and textual data affect model performance.
― 7 min read
MathCAMPS offers a fresh way to assess mathematical reasoning in language models.
― 9 min read
This work focuses on better number representation using digit embeddings for improved predictions.
― 7 min read
CD-T enhances understanding of transformer models, improving interpretation and trust.
― 4 min read
Research reveals language models struggle with false reasoning, raising safety concerns.
― 6 min read
A new approach enhances reasoning in language models by generating controlled errors.
― 6 min read
Examining the relationship between privacy techniques and biases in language models.
― 6 min read
This article examines methods for assessing text summaries using large language models.
― 7 min read
New method improves ASR systems' handling of various accents through specialized codebooks.
― 5 min read
BAPO enhances language models while retaining essential knowledge and user preferences.
― 6 min read
New methods improve accuracy and efficiency in speech recognition systems.
― 6 min read
Enhancements to BERT model for better handling of Turkish legal documents.
― 6 min read
New methods improve privacy and coherence using collocations in language data.
― 6 min read
A new method for rewriting text that ensures privacy and maintains meaning.
― 6 min read
A dataset to improve automated grading and feedback in engineering education.
― 6 min read
This study breaks down how transformers utilize context in language prediction.
― 9 min read
A new tool enhances Discourse Representation Theory parsing accuracy.
― 5 min read
Introducing GRASP, a benchmark for assessing spatial reasoning in language models.
― 7 min read
Exploring LLMs' effectiveness in decision-making through Dueling Bandits scenarios.
― 8 min read
Smaller open-source models offer effective solutions for automated essay and short answer scoring.
― 8 min read
Names from different countries impact how classifiers interpret social media content.
― 4 min read
Exploring how empathy enhances communication with robots and virtual assistants.
― 7 min read
Study reveals privacy risks and racial biases in Chicago police broadcasts.
― 5 min read
Analyzing how memes shape opinions through persuasive techniques.
― 4 min read
A new benchmark for assessing large language models in hypothesis testing.
― 6 min read
A framework to reduce bias in AI language models while maintaining accuracy.
― 6 min read