Excited to introduce PlurVA-LLM: the 1st Workshop on Pluralistic Value Alignment of LLMs.
📍 Hengqin, China
📅 November, 2026
🔗 https://t.co/fy5vF6T14E
Call for Papers coming soon! #AACL#PlurVALLM#PluralistValues#AIAlignment #2026
The future of NLP is being written in Asia. According to #ACL2026 data, more than 6 out of 10 authors are now from Asian institutions. From China's 54% surge to strong showings by Korea, Singapore, and India, the region's academic performance is setting the global pace.
We are excited to share that TJUNLP has 16 papers accepted in ACL 2026 (9 Main, 7 Findings). Feel free to reach out if you'd like to discuss research or potential collaborations. See you in San Diego! #ACL2026#NLProc
"The Culture Funnel: You can't align what isn't in the data"
This new paper argues cultural LLM alignment isn't a fine-tuning problem. It's a pipeline design problem. Stop adding culture at the end. Design it to stay visible from pretraining onwards. Metadata > filtering.
2) The Diagnosis: It’s often a systemic issue, redundant context loops and tool chains causing massive token waste (0.62% output/input ratio is wild!).
The Cure: Don't just restrict usage; optimize the workflow.
#CCF#AIEngineering#LLM#AgenticAI#TechConference
1) Just caught a fascinating session at the 1st CCF Large Model & AI Engineering Conference!
In the era of AI Agents, we often blame the model or the user when things go wrong. But this presentation flipped the script:
🚨My brother sent his CV to 47 companies but…
No response.
No interview.
Then I stepped in and uploaded his CV to Claude.
11 responses in 7 days.
Here are the 7 prompts I used:
🌐Our Shared Task is officially LIVE!
PlurVA-LLM @aaclmeeting challenges you to build a system that aligns with pluralistic values across:
🇨🇳 China 🇮🇩 Indonesia 🇱🇰 Sri Lanka
🔗Details & registration:
https://t.co/Hhy7TgGQRk
#AACL2026#SharedTask#PluralistValueAlignment#NLP
🚨CFP: PlurVA-LLM Workshop @aaclmeeting
We invite work on but not limited to:
• Value alignment
• Multilingual & cross-cultural NLP
• Evaluation & datasets
• AI safety & reasoning
📅Deadline: Aug 15, 2026
🔗 https://t.co/nXXQ345GTL
Excited to introduce PlurVA-LLM: the 1st Workshop on Pluralistic Value Alignment of LLMs.
📍 Hengqin, China
📅 November, 2026
🔗 https://t.co/fy5vF6T14E
Call for Papers coming soon! #AACL#PlurVALLM#PluralistValues#AIAlignment #2026
Excited to introduce PlurVA-LLM: the 1st Workshop on Pluralistic Value Alignment of LLMs.
📍 Hengqin, China
📅 November, 2026
🔗 https://t.co/qkCa3B8OQR
Call for Papers coming soon! @aaclmeeting#PlurVALLM#PluralistValues#AIAlignment #2026
We are coming into one of the darkest decades..
The world we live in is not unipolar.
A world of AI tech's that we can't predict.
A world of conflict that we can't anticipate.
World of mass surveillance..
A world that break international norms.
US/Isreal bombing Iran gives 2 big messages -
1) now it's validating to 🐼, Russia or any warlord in Africa that they haven't done anything wrong so far!
If the president of the US can do it, it's allowed.