📝Submit 4–8 page papers (non-archival, work under review welcome!)
📷Deadline: June 30th AoE
🌐Website: https://t.co/y1sdYqIRsl
🖋️OpenReview: https://t.co/rZIx0dqbuC
We look forward to your submissions to Learning from Situated and Embodied Interaction @ #COLM2026!
Excited to announce the first workshop on Learning from Situated and Embodied Interaction @ #COLM2026! 👥🤖🎉
What can interaction with environments, humans, and other agents teach language models that passive text cannot?
🔗 https://t.co/y1sdYqIRsl
📅 Submit by June 30th!
📢Become a reviewer!
If you work in NLP, embodied AI, robotics, web agents, multi-agent systems, human-AI interaction, or related areas, we'd love your help reviewing submissions!
✍️Apply here: https://t.co/kW1jYCuDtN
Longer chain-of-thought = slower inference, more context rot, and ballooning compute.
So what if the model could decide for itself when to go parallel?
Our new BAIR blog breaks down Adaptive Parallel Reasoning (APR) — the next paradigm in inference-time scaling. 🧵
A couple years (!) in the making: we’re releasing a new corpus of embodied, collaborative problem solving dialogues. We paid 36 people to play Portal 2’s co-op mode and collected their speech + game recordings
Paper: https://t.co/EHB4lbR7Ax
Website: https://t.co/FK7tTFuQLt
Can Transformers Do Everything, and Undo It Too?
Check out my blog on whether language models are surjective, injective, or invertible!
https://t.co/9v0gd2962J
Happy to announce the first workshop on Pragmatic Reasoning in Language Models — PragLM @ COLM 2025! 🧠🎉
How do LLMs engage in pragmatic reasoning, and what core pragmatic capacities remain beyond their reach?
🌐 https://t.co/LMWcqtOSDG
📅 Submit by June 23rd
📝 Submit 4–8 page papers (non-archival, work under review welcome!)
📅 Deadline: June 23rd AoE
🔗 OpenReview: https://t.co/mjrJmW1oOl
Let's advance our understanding of pragmatic competence—in both machines and minds!