Latest Articles for Language Processing

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.

New models show promise in translating longer texts efficiently.

A system for recognizing and categorizing medical terms in scientific texts.

A new method generates synthetic data to improve detection of false outputs.

A new system tackles toxic content in multiple languages effectively.

Study reveals gender stereotypes in emotional responses of Bangla language models.

A new method aims to improve KGQA for non-English speakers.

A study reviews how well chatbots grasp symmetry in language.

New model simplifies language processing, making AI more accessible.

A project to improve text recognition for Spanish documents using TrOCR.

A study on how stereotypes affect language models using the GlobalBias dataset.

Learn how automata theory enhances the performance of language models.

Evaluating the true reasoning skills of large language models remains challenging.

Assessing LLM capabilities using grid-based games like Tic-Tac-Toe and Connect Four.

Examining the hurdles in web data collection for language models.

A project focused on improving story generation in Arabic using advanced models.

A fresh approach to assessing large language models for better performance insights.

Learn how aging impacts our understanding of language and mental processing.

SE-GPT enhances language models with autonomous learning from experiences over time.

Examining subtle biases in open-ended responses generated by language models.

A new method to enhance the safety of language models with less effort.