Alisa Liu
Alisa Liu
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We're Afraid Language Models Aren't Modeling Ambiguity
We build a benchmark to evaluate LM understanding of ambiguity, which is an intrinsic feature of language, and find that the task remains extremely challenging, including for GPT-4
Alisa Liu
,
Zhaofeng Wu
,
Julian Michael
,
Alane Suhr
,
Peter West
,
Alexander Koller
,
Swabha Swayamdipta
,
Noah A. Smith
,
Yejin Choi
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Self-Instruct: Aligning Language Models with Self-Generated Instructions
Large “instruction-tuned” language models (finetuned to respond to instructions) have demonstrated a remarkable ability to …
Yizhong Wang
,
Yeganeh Kordi
,
Swaroop Mishra
,
Alisa Liu
,
Noah A. Smith
,
Daniel Khashabi
,
Hannaneh Hajishirzi
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WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation
We introduce a paradigm for dataset creation based on human and machine collaboration, and demonstrate its empirical effectiveness for collecting a new large-scale NLI dataset
Alisa Liu
,
Swabha Swayamdipta
,
Noah A. Smith
,
Yejin Choi
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CODAH: An Adversarially-Authored Question Answering Dataset for Common Sense
An adversarially-constructed dataset for common sense QA
Michael Chen
,
Mike D’Arcy
,
Alisa Liu
,
Jared Fernandez
,
Doug Downey
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