Latest Articles for Language Processing

A new method measures how language models adapt their beliefs with new evidence.

A new benchmark evaluates language models' effectiveness in robotic applications.

Research reveals effective strategies for utilizing parallel corpora in multilingual models.

Research reveals language models struggle with false reasoning, raising safety concerns.

Examining the relationship between privacy techniques and biases in language models.

This study breaks down how transformers utilize context in language prediction.

A new tool enhances Discourse Representation Theory parsing accuracy.

A look at Larimar's new approach to memory in language models.

A new model improves accuracy in speech-to-text capabilities across multiple languages.

This study evaluates speech technology in low-resource languages like Tunisian Arabic.

A new study assesses the understanding of economics by large language models.

Examining how social factors shape anti-LGBTQ+ hate speech detection systems.

A new method enhances prediction certainty in language models for yes/no questions.

Min-p sampling offers a promising approach to improve text generation.

Recent research delves into the cognitive abilities of language models compared to humans.

A new tool for testing language models in noisy environments.

Explore how spliffers shuffle and split words efficiently.

New methods for training language models to support diverse languages.

A new method improves identification of hate speech in Arabic social media.

New dataset enhances Arabic language model performance and fosters effective communication.

Exploring the limitations of in-context learning in language models.

Turing Programs offer a new method for enhancing length generalization in language models.

A study on the performance of various metrics for machine translations.

Emilia provides a diverse dataset for improving speech generation models.

A new method enhances Japanese-English translation accuracy using advanced training techniques.

Study assesses how consistently LLMs handle questions about values.

A look at the benefits of segment-level evaluation methods for translation quality.

Introducing TTPD to accurately identify false statements in large language models.

An analysis of gender and religious bias in language models for Bangla.

A novel test for evaluating reasoning about timing without relying on prior knowledge.

This article discusses LLMs and their role in editing Wikipedia content.

Advancing task-solving models for languages with limited data through innovative merging techniques.

A refined method improves retrieval-augmented generation accuracy.

Evaluating which claims need fact-checking in the age of misinformation.

Introducing DiscoGP, a new method for better understanding language models.

This year, NADI focused on improving Arabic dialect identification and translation.

A new method improves language models' performance on complex problems.

A look at the efficiency of GPT and RETRO in adapting language models with PEFT and RAG.

Introducing a system that predicts parser efficiency without extensive training.

A look into the safety concerns of compressed language models.