Unverified60% confidenceFactExact time
Machine translation suffers from a "hallucination" problem — outputs that appear fluent but carry distorted meaning — which remains a major risk in specialized fields.
2
Sources
60%
Confidence
Long-term
Relevance
9/1/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedMachine translation in the biomedical domain faces two major challenges: dense specialized terminology and scarce parallel corpora.77% similarUnverified大语言模型在涉及高度专业的化学、生物或网络安全操作时，极易产生听起来可信但存在关键错误的幻觉输出76% similarUnverifiedMachine translation still has significant shortcomings when handling content that requires cultural adaptation, emotional resonance, and brand tone.76% similarUnverified当需求存在逻辑矛盾或业务知识缺失时，大语言模型因缺乏真实世界反馈机制存在产生幻觉（Hallucination）的风险74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/838525API
curl https://kongchang.com/api/v1/knowledge/claims/838525MCP
get_claim(id=838525)