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09/14/2023
Zero-shot Audio Topic Reranking using Large Language Models
The Multimodal Video Search by Examples (MVSE) project investigates usin...
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09/10/2023
Mitigating Word Bias in Zero-shot Prompt-based Classifiers
Prompt-based classifiers are an attractive approach for zero-shot classi...
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07/15/2023
Zero-shot NLG evaluation through Pairware Comparisons with LLMs
Evaluating Natural Language Generation (NLG) outputs is crucial but labo...
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07/03/2023
Analyzing Multiple-Choice Reading and Listening Comprehension Tests
Multiple-choice reading and listening comprehension tests are an importa...
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06/22/2023
CamChoice: A Corpus of Multiple Choice Questions and Candidate Response Distributions
Multiple Choice examinations are a ubiquitous form of assessment that is...
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06/08/2023
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models
In this paper, we consider the challenge of summarizing patients' medica...
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05/09/2023
Who Needs Decoders? Efficient Estimation of Sequence-level Attributes
State-of-the-art sequence-to-sequence models often require autoregressiv...
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03/15/2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models
Generative Large Language Models (LLMs) such as GPT-3 are capable of gen...
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03/10/2023
Rewarding Chatbots for Real-World Engagement with Millions of Users
The emergence of pretrained large language models has led to the deploym...
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01/28/2023
MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization
State-of-the-art summarization systems can generate highly fluent summar...
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11/13/2022