Shuming Shi
- Papers
- 26
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Authored papers
26Quantitative Analysis of Performance Drop in DeepSeek Model Quantization
arXiv 2025
Retrieval is Accurate Generation
arXiv 2024
Knowledge Verification to Nip Hallucination in the Bud
arXiv 2024
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models
arXiv 2024
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction
arXiv 2024
Benchmarking LLMs via Uncertainty Quantification
arXiv 2024
Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models
arXiv 2024
StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving
arXiv 2023
A Frustratingly Simple Decoding Method for Neural Text Generation
arXiv 2023
Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models
arXiv 2023
IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems
arXiv 2023
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping
arXiv 2023
GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher
arXiv 2023
Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration
arXiv 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
arXiv 2023
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
arXiv 2023
Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine
arXiv 2023
MAGE: Machine-generated Text Detection in the Wild
arXiv 2023
Exploring Human-Like Translation Strategy with Large Language Models
arXiv 2023
Reasons to Reject? Aligning Language Models with Judgments
arXiv 2023
Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration
arXiv 2023
On the Evaluation Metrics for Paraphrase Generation
arXiv 2022
Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation
ACL 2022 5
Exploring and Adapting Chinese GPT to Pinyin Input Method
ACL 2022 5
On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation
Findings (EMNLP) 2021 11
On the Copying Behaviors of Pre-Training for Neural Machine Translation
Findings (ACL) 2021 8
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