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Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning

Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning

22 May 2025
Shuzheng Si
Haozhe Zhao
Cheng Gao
Yuzhuo Bai
Zhitong Wang
Bofei Gao
Kangyang Luo
Wenhao Li
Yufei Huang
Gang Chen
Fanchao Qi
Minjia Zhang
Baobao Chang
Maosong Sun
    SyDaHILM
ArXiv (abs)PDFHTML

Papers citing "Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning"

4 / 4 papers shown
Title
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution
Keliang Li
Tianhua Zhang
Yunxiang Li
Hongyin Luo
Abdalla Moustafa
Xixin Wu
James Glass
Helen Meng
101
2
0
03 Mar 2025
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization
Lei Huang
Xiaocheng Feng
Weitao Ma
Yuchun Fan
Xiachong Feng
...
Yuxuan Gu
Baoxin Wang
Dayong Wu
Guoping Hu
Bing Qin
RALMHILM
56
4
0
23 Jan 2025
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
Yifei Ming
Senthil Purushwalkam
Shrey Pandit
Zixuan Ke
Xuan-Phi Nguyen
Caiming Xiong
Shafiq Joty
HILM
293
24
0
30 Sep 2024
Diversifying Question Generation over Knowledge Base via External Natural Questions
Diversifying Question Generation over Knowledge Base via External Natural Questions
Shasha Guo
Jing Zhang
Xirui Ke
Cuiping Li
Hong Chen
126
5
0
23 Sep 2023
1