Context-Aware LLM Translation System Using Conversation Summarization and Dialogue History

Built on

Keep me updated! memory management in long-term conversations
Sanghwan Bae, Donghyun Kwak, Soyoung Kang, Min Young Lee, Sungdong Kim, Yuin Jeong, Hyeri Kim, Sang-Woo Lee, Woomyoung Park, and Nako Sung. 2022 · 2022
Earlier work this paper cites.
History-aware hierarchical transformer for multi-session open-domain dialogue system
Tong Zhang, Yong Liu, Boyang Li, Zhiwei Zeng, Pengwei Wang, Yuan You, Chunyan Miao, and Lizhen Cui. 2022 · 2022
Earlier work this paper cites.
When does translation require context? a data-driven, multilingual exploration
Patrick Fernandes, Kayo Yin, Emmy Liu, André Martins, and Graham Neubig. 2023 · 2023
Earlier work this paper cites.

Think-in-memory: Recalling and post-thinking enable llms with long-term memory
Original
Lei Liu, Xiaoyan Yang, Yue Shen, Binbin Hu, Zhiqiang Zhang, Jinjie Gu, and Guannan Zhang. 2023 · 2023
Cited alongside, same era.
Recursively summarizing enables long-term dialogue memory in large language models
Original
Qingyue Wang, Liang Ding, Yanan Cao, Zhiliang Tian, Shi Wang, Dacheng Tao, and Li Guo. 2023 · 2023
Cited alongside, same era.

Gpt-4o mini: advancing costefficient intelligence
OpenAI. 2024 · 2024
Closest in time.
Gemma 2: Improving open language models at a practical size
Original
Team. 2024 · 2024
Closest in time.