565 citations · 599 across the 13 of their papers we have counts for
3 papers · 1 filter
GRASP: Deterministic argument ranking in interaction graphs
Diganta Misra, Antonio Orvieto, Rediet Abebe +1
Large language models are increasingly deployed as automated judges to evaluate the strength of arguments. As this role expands, their legitimacy depends on consistency, transparen…
Evaluating Agents Across Runtime Contracts: When Mismatch Costs Efficiency or Quality
Victor May, Aaditya Salgarkar, Van Khue Nguyen +3
In CodeAct, language-model agents write Python that calls tools and use execution feedback to choose actions. Persistent runtimes preserve Python variables between actions; statele…
Explaining Grokking in Transformers through the Lens of Inductive Bias
Jaisidh Singh, Diganta Misra, Antonio Orvieto
We investigate grokking in transformers through the lens of inductive bias: dispositions arising from architecture or optimization that let the network prefer one solution over ano…