1 citations · 2 across the 7 of their papers we have counts for
8 papers
CrossWeave: Bridging Perspectives Across Online Communities with a Dual-Pane Design
Fei Fang, Reva Hirave, William Jurayj +19
Social media systems typically display conversations among already familiar contributors, which can be predictable and one-sided. In civic discourse, this design narrows discussion…
A Formal Comparison Between Chain of Thought and Latent Thought
Kevin Xu, Issei Sato
Chain of thought (CoT) elicits reasoning in large language models by explicitly generating intermediate tokens. In contrast, latent thought reasoning operates directly in the conti…
Neural Cellular Automata for ARC-AGI
Kevin Xu, Risto Miikkulainen
Cellular automata and their differentiable counterparts, Neural Cellular Automata (NCA), are highly expressive and capable of surprisingly complex behaviors. This paper explores ho…
To CoT or To Loop? A Formal Comparison Between Chain-of-Thought and Looped Transformers
Kevin Xu, Issei Sato
Chain-of-Thought (CoT) and Looped Transformers have been shown to empirically improve performance on reasoning tasks and to theoretically enhance expressivity by recursively increa…
Revisiting Absence withSymptoms that *T* Show up Decades Later to Recover Empty Categories
Emily Chen, Nicholas Huang, Casey Robinson +3
This paper explores null elements in English, Chinese, and Korean Penn treebanks. Null elements contain important syntactic and semantic information, yet they have typically been t…
Improving Performance of Commercially Available AI Products in a Multi-Agent Configuration
Cory Hymel, Sida Peng, Kevin Xu +1
In recent years, with the rapid advancement of large language models (LLMs), multi-agent systems have become increasingly more capable of practical application. At the same time, t…
On Expressive Power of Looped Transformers: Theoretical Analysis and Enhancement via Timestep Encoding
Kevin Xu, Issei Sato
Looped Transformers provide advantages in parameter efficiency, computational capabilities, and generalization for reasoning tasks. However, their expressive power regarding functi…
Tur[k]ingBench: A Challenge Benchmark for Web Agents
Kevin Xu, Yeganeh Kordi, Tanay Nayak +7
Can advanced multi-modal models effectively tackle complex web-based tasks? Such tasks are often found on crowdsourcing platforms, where crowdworkers engage in challenging micro-ta…