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Liangze Li

2 accepted papers

2023

Listener Model for the PhotoBook Referential Game with CLIPScores as Implicit Reference Chain

ACL 2023short

PhotoBook is a collaborative dialogue game where two players receive private, partially-overlapping sets of images and resolve which images they have in common. It presents machines with a great challenge to learn how people build common ground around multimodal context to communicate effectively. M…

2023

Token Prediction as Implicit Classification to Identify LLM-Generated Text

EMNLP 2023short main

This paper introduces a novel approach for identifying the possible large language models (LLMs) involved in text generation. Instead of adding an additional classification layer to a base LM, we reframe the classification task as a next-token prediction task and directly fine-tune the base LM to pe…

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