49 citations · 55 across the 3 of their papers we have counts for
3 papers · 1 filter
Effectiveness of Hidden-State Probes for Localizing Reasoning Failures
Shubham Subhnil, Yannis Belkhiter, Erik Miehling +2
Verifying the final answer of a long reasoning trace may show that the trace is wrong but it does not distinguish three cases. The problem may lie beyond the model's capability, an…
CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical Reasoning
Adam Dahlgren Lindström, Savitha Sam Abraham
We introduce CLEVR-Math, a multi-modal math word problems dataset consisting of simple math word problems involving addition/subtraction, represented partly by a textual descriptio…
Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic Case
Adam Dahlgren Lindström, Suna Bensch, Johanna Björklund +1
Semantic embeddings have advanced the state of the art for countless natural language processing tasks, and various extensions to multimodal domains, such as visual-semantic embedd…