Gongshen Liu
Gongshen Liu has 2 papers in our library, in 2018–2024, most of them on Bias, fairness & safety; often with Zhuosheng Zhang, Hai Zhao, Rui Wang.
OpenAlex · ORCID · h-index 22 · 217 works · 2,172 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 137 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4428
Affiliations
Concepts, shelves and topics
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Bias, fairness & safety · 1 work
Works by year
2020s
2010s
Papers
- Modeling Multi-turn Conversation with Deep Utterance Aggregation (2018 · 152 citations)
The paper tackles retrieval-based response selection for multi-turn dialogue. Earlier systems either concatenate the whole history, which adds noise, or match the candidate against each turn without weighing which turns and words matter. The authors propose Deep Utterance Aggregation (DUA), which has five modules: - R-Judge: Benchmarking Safety Risk Awareness for LLM Agents (2024 · 97 citations)
LLM-based agents that run tools and act in real environments can cause harm through their actions, not just their text.
All works
- Modeling Multi-turn Conversation with Deep Utterance AggregationInternational Conference on Computational Linguistics (COLING)Zhuosheng Zhang, Jiangtong Li, Pengfei Zhu, et al.2018 · 152 citations
- R-Judge: Benchmarking Safety Risk Awareness for LLM AgentsFindings of the Association for Computational LinguisticsTongxin Yuan, Zhiwei He, Lingzhong Dong, et al.2024 · 97 citations
- Improving Non-autoregressive Machine Translation with Error Exposure and Consistency RegularizationarXiv:2402.09725 · original ↗ · no summary yetXinran Chen, Sufeng Duan, Gongshen Liu2024 · 2 citations
Co-authors here
Venues
- International Conference on Computational Linguistics (COLING): COLING 2018
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2024
Cited by
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