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Sewon Min's Projects

ambigqa icon ambigqa

An original implementation of EMNLP 2020, "AmbigQA: Answering Ambiguous Open-domain Questions"

channel-lm-prompting icon channel-lm-prompting

An original implementation of "Noisy Channel Language Model Prompting for Few-Shot Text Classification"

decomprc icon decomprc

An original implementation of ACL 2019, "Multi-hop Reading Comprehension through Question Decomposition and Rescoring"

factscore icon factscore

A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation"

faviq icon faviq

FaVIQ: Fact Verification from Information-seeking Questions

graphretriever icon graphretriever

GraphRetriever in the paper "Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering"

metaicl icon metaicl

An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi

optiprompt icon optiprompt

NAACL'2021: Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240

qa-hard-em icon qa-hard-em

An original implementation of EMNLP 2019, "A Discrete Hard EM Approach for Weakly Supervised Question Answering"

qa-transfer icon qa-transfer

An original implementation of ACL 2017, "Question Answering through Transfer Learning from Large Fine-grained Supervision Data"

qrn icon qrn

Query Reduction Networks

single-hop-rc icon single-hop-rc

An original implementation of ACL 2019, "Compositional Questions Do Not Necessitate Multi-hop Reasoning" (Single-hop Reading Comprehension Model based on BERT)

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