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Chicago HAI

@ChicagoHAI

The Chicago Human+AI Lab (CHAI) Lab. Research on human-centered AI, NLP, and CSS.
PI @ChenhaoTan, tweets by CHAI members.
Chicago, IL chicagohai.github.io Joined October 2020
45 Following 745 Followers 188 Posts

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Chicago HAI @ChicagoHAI
🦄 for casual reasoning!
Qirun Dai Verified account @qirun_dai Jul 17
Introducing UniCo🦄, a data generation framework for training Universal Causal Reasoners.

We show causality-centered training develops a causal mindset towards faithful and consistent reasoning in the real world.

With continued SFT on 66.6K UniCo data, Qwen3 and Olmo-3-Instruct show substantial gains on 18 causal query types (+22.9%), 7 established causal tasks (+8.1% over SOTA data generation frameworks), and faithfulness in real-world general reasoning (+20.2%).

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