Papers by Aaditya K Singh
Know your audience: specializing grounded language models with listener subtraction (2023.eacl-main)
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| Challenge: | Effective communication requires adapting to the idiosyncrasies of each communicative context. |
| Approach: | They propose a method for specializing grounded language models without supervision . they fine-tune an attention-based adapter between a CLIP vision encoder and a large language model . |
| Outcome: | The proposed method allows a speaker to adapt to the idiosyncracies of the listeners without supervision. |