Papers by Akash Gupta
LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History (2024.emnlp-main)
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| Challenge: | Recent advances in Natural Language Processing (NLP) have led to the widespread deployment of large language models (LLMs) across various applications. |
| Approach: | They propose to formalize the study of task-switches in conversational LLMs by analyzing conversational history. |
| Outcome: | The proposed study formalizes and investigates the sensitivity of large language models to taskswitch scenarios in conversational LLMs. |