Xin Zheng
Xin Zheng has 3 papers in our library, in 2020–2021, most of them on Reasoning, Machine translation, Bias, fairness & safety; often with Baobao Chang, Tianyu Liu, Zhifang Sui.
OpenAlex · ORCID · h-index 21 · 136 works · 1,312 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 81 times in our library · ⭐ Paper Stars ranking: #4742
Affiliations
Concepts, shelves and topics
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 3Research subjects and languages the work is about.Machine translation · 1 workReasoning · 2 worksBias, fairness & safety · 1 work
Works by year
2020s
Papers
- Adaptive Nearest Neighbor Machine Translation (2021 · 120 citations)
kNN-MT improves a pre-trained NMT model by looking up similar decoder states in a datastore of cached contexts and their target tokens. - An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference (2020 · 36 citations)
NLI models tend to exploit shortcuts in their training data, such as hypothesis-only cues, word overlap and length mismatch. - HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference (2020 · 27 citations)
NLI datasets such as SNLI and MultiNLI let models guess the label from the hypothesis alone, because crowd workers who wrote hypotheses for a given label left recurring lexical traces.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2021
- Conference on Computational Natural Language Learning (CoNLL): CoNLL 2020
- Language Resources and Evaluation Conference (LREC): LREC 2020
Cited by
Updated
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