AMTA 2026

mentions 3 type Person feed RSS

// recent coverage 3 mentions

00:00

2026-09-01

aclanthology.org

large-language-models

Benchmarking Large Language Models for Game Localization Quality Assurance: A Cross-Model, Cross-Lingual Analysis

A study presented at the 17th Conference of the Association for Machine Translation in the Americas (AMTA 2026) benchmarked eight large language models on game localization quality assurance tasks, fi…

00:00

2026-09-01

aclanthology.org

artificial-intelligence

LLMs as Translator Training Partners: A Multi-Agent Approach

Researchers Ming Qian and Luyi Yang found that GPT5, guided by MQM-like prompts, aligned with human evaluators on 77.8% of negative flags and 88.9% of positive flags, with an F1 score of 0.875 for det…

00:00

2026-09-01

aclanthology.org

artificial-intelligence

Toward Equitable Machine Translation for Atypical Speech: An LLM Post-Correction Approach

A study presented at the 17th Conference of the Association for Machine Translation in the Americas (AMTA 2026) finds that large language models with 70B parameters or more consistently improve downst…

// co-occurs with top 8 entities

Association for Machine Translation in the Americas 2 Claude Sonnet 4 1 Qwen-2.5-72B 1 Gemini 2.0 Flash 1 Mao Tian 1 Na Wu 1 GPT5 1 Ming Qian 1

// topics top 4 topics

large language models 3 artificial intelligence 3 natural language processing 3 ai research 2