Shuaichen Chang
@shuaichen.bsky.social
Researcher at AWS AI
https://shuaichenchang.github.io
https://shuaichenchang.github.io
Excited to co-organize Table Representation Learning workshop at ACL this year! Please submit your work about Language + table/structured data. Submission deadline: ⭐️April 15th⭐️
We're excited to share that the 4th Table Representation Learning (TRL) workshop will be held at ACL 2025 in Vienna 🇪🇺
We invite papers on all things LLMs/ML and tabular data! table-representation-learning.github.io/ACL2025/
In 2025, TRL@ACL being in Europe and in summer complements TRL@NeurIPS ☀️
We invite papers on all things LLMs/ML and tabular data! table-representation-learning.github.io/ACL2025/
In 2025, TRL@ACL being in Europe and in summer complements TRL@NeurIPS ☀️
Table Representation Learning Workshop
TRL Workshop ---
table-representation-learning.github.io
February 7, 2025 at 2:53 PM
Excited to co-organize Table Representation Learning workshop at ACL this year! Please submit your work about Language + table/structured data. Submission deadline: ⭐️April 15th⭐️
Somehow every time I see animals solving a problem, it reminds me of @ylecun.bsky.social perspective. Two questions: Can a reasoning model (e.g. O3) solve it within a sandbox (I think it is harder than ARC-AGI)? And can multiple agents or robots collaborate to tackle the problem together?”
December 25, 2024 at 10:01 PM
Somehow every time I see animals solving a problem, it reminds me of @ylecun.bsky.social perspective. Two questions: Can a reasoning model (e.g. O3) solve it within a sandbox (I think it is harder than ARC-AGI)? And can multiple agents or robots collaborate to tackle the problem together?”
I’ve recently been thinking about the limits of RL only for alignment and the potential of self-reflection reasoning for safety. It’s nice to see OpenAI releasing a report finally with a METHOD section leveraging both SFT and RL for alignment.
openai.com/index/delibe...
openai.com/index/delibe...
Deliberative alignment: reasoning enables safer language models
Introducing our new alignment strategy for o1 models, which are directly taught safety specifications and how to reason over them.
openai.com
December 21, 2024 at 12:23 AM
I’ve recently been thinking about the limits of RL only for alignment and the potential of self-reflection reasoning for safety. It’s nice to see OpenAI releasing a report finally with a METHOD section leveraging both SFT and RL for alignment.
openai.com/index/delibe...
openai.com/index/delibe...
Reposted by Shuaichen Chang
📣 Tomorrow (Saturday) #NeurIPS2024 , 8:40am 😱
Table Foundation Models:
How we finally got deep neural networks to markedly outperform gradient-boosted trees ✨✌️
table-representation-learning.github.io
Table Foundation Models:
How we finally got deep neural networks to markedly outperform gradient-boosted trees ✨✌️
table-representation-learning.github.io
December 13, 2024 at 8:45 PM
📣 Tomorrow (Saturday) #NeurIPS2024 , 8:40am 😱
Table Foundation Models:
How we finally got deep neural networks to markedly outperform gradient-boosted trees ✨✌️
table-representation-learning.github.io
Table Foundation Models:
How we finally got deep neural networks to markedly outperform gradient-boosted trees ✨✌️
table-representation-learning.github.io
On my way to Vancouver! I’ll be presenting our RAGChecker poster tomorrow afternoon on behalf of my amazing Amazon colleagues. If you’re interested in RAG, especially RAG Evaluation, please check out our poster and paper!
𝐖𝐞𝐝 𝟒:𝟑𝟎-𝟕:𝟑𝟎 𝐖𝐞𝐬𝐭 𝐁𝐚𝐥𝐥𝐫𝐨𝐨𝐦 𝐀-𝐃 𝐏𝐨𝐬𝐭𝐞𝐫 𝟓𝟐𝟏𝟏
arxiv.org/abs/2408.08067
𝐖𝐞𝐝 𝟒:𝟑𝟎-𝟕:𝟑𝟎 𝐖𝐞𝐬𝐭 𝐁𝐚𝐥𝐥𝐫𝐨𝐨𝐦 𝐀-𝐃 𝐏𝐨𝐬𝐭𝐞𝐫 𝟓𝟐𝟏𝟏
arxiv.org/abs/2408.08067
December 10, 2024 at 4:25 PM
On my way to Vancouver! I’ll be presenting our RAGChecker poster tomorrow afternoon on behalf of my amazing Amazon colleagues. If you’re interested in RAG, especially RAG Evaluation, please check out our poster and paper!
𝐖𝐞𝐝 𝟒:𝟑𝟎-𝟕:𝟑𝟎 𝐖𝐞𝐬𝐭 𝐁𝐚𝐥𝐥𝐫𝐨𝐨𝐦 𝐀-𝐃 𝐏𝐨𝐬𝐭𝐞𝐫 𝟓𝟐𝟏𝟏
arxiv.org/abs/2408.08067
𝐖𝐞𝐝 𝟒:𝟑𝟎-𝟕:𝟑𝟎 𝐖𝐞𝐬𝐭 𝐁𝐚𝐥𝐥𝐫𝐨𝐨𝐦 𝐀-𝐃 𝐏𝐨𝐬𝐭𝐞𝐫 𝟓𝟐𝟏𝟏
arxiv.org/abs/2408.08067