Scholar

Xin Liu

Google Scholar ID: AUUYG0QAAAAJ

University of Michigan

Natural Language ProcessingNatural Language GenerationNeural Machine TranslationQuestion Answering

Citations & Impact

All-time

Citations

197

H-index

i10-index

Publications

Co-authors

list available

Contact

Publications

15 items

Browse publications on Google Scholar (top-right) ↗

Resume (English only)

Academic Achievements

Paper 'Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding' accepted to EMNLP 2024 (Sep 2024)
Paper 'Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression' accepted as a Findings paper at ACL 2024 (May 2024)
Paper 'LitCab: Lightweight Language Model Calibration over Short- and Long-form Responses' accepted to ICLR 2024 (Jan 2024)
Paper 'BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases' accepted by ACL 2023 (May 2023)
Paper 'KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation' accepted by AAAI 2022 (Dec 2021)
KGR^4 model achieved 1st place on the CommonGen leaderboard (May 2021)
Nominated as Alibaba Group Outstanding Science Research Intern (13 out of 1,000+ candidates) in Mar 2022

Co-authors

8 total