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From Complex to Simple: Enhancing Multi-Constraint Complex Instruction
  Following Ability of Large Language Models

From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models

24 April 2024
Qi He
Jie Zeng
Qianxi He
Jiaqing Liang
Yanghua Xiao
ArXivPDFHTML

Papers citing "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models"

10 / 10 papers shown
Title
Semantic Probabilistic Control of Language Models
Semantic Probabilistic Control of Language Models
Kareem Ahmed
Catarina G Belém
Padhraic Smyth
Sameer Singh
35
0
0
04 May 2025
RefuteBench 2.0 -- Agentic Benchmark for Dynamic Evaluation of LLM Responses to Refutation Instruction
RefuteBench 2.0 -- Agentic Benchmark for Dynamic Evaluation of LLM Responses to Refutation Instruction
Jianhao Yan
Yun Luo
Yue Zhang
LLMAG
50
1
0
25 Feb 2025
From Drafts to Answers: Unlocking LLM Potential via Aggregation Fine-Tuning
From Drafts to Answers: Unlocking LLM Potential via Aggregation Fine-Tuning
Yafu Li
Zhilin Wang
Tingchen Fu
Ganqu Cui
Sen Yang
Yu Cheng
40
1
0
21 Jan 2025
Do LLMs "know" internally when they follow instructions?
Do LLMs "know" internally when they follow instructions?
Juyeon Heo
Christina Heinze-Deml
Oussama Elachqar
Shirley Ren
Udhay Nallasamy
Andy Miller
Kwan Ho Ryan Chan
Jaya Narain
42
3
0
18 Oct 2024
Do LLMs estimate uncertainty well in instruction-following?
Do LLMs estimate uncertainty well in instruction-following?
Juyeon Heo
Miao Xiong
Christina Heinze-Deml
Jaya Narain
ELM
41
2
0
18 Oct 2024
Divide-Verify-Refine: Can LLMs Self-Align with Complex Instructions?
Divide-Verify-Refine: Can LLMs Self-Align with Complex Instructions?
Xianren Zhang
Xianfeng Tang
Hui Liu
Zongyu Wu
Qi He
Dongwon Lee
Suhang Wang
ALM
30
0
0
16 Oct 2024
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
Yushi Bai
Jiajie Zhang
Xin Lv
Linzhi Zheng
Siqi Zhu
Lei Hou
Yuxiao Dong
Jie Tang
Juanzi Li
VGen
LLMAG
ALM
23
37
0
13 Aug 2024
From Instructions to Constraints: Language Model Alignment with
  Automatic Constraint Verification
From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification
Fei Wang
Chao Shang
Sarthak Jain
Shuai Wang
Qiang Ning
Bonan Min
Vittorio Castelli
Yassine Benajiba
Dan Roth
ALM
16
7
0
10 Mar 2024
Can Large Language Models Understand Real-World Complex Instructions?
Can Large Language Models Understand Real-World Complex Instructions?
Qi He
Jie Zeng
Wenhao Huang
Lina Chen
Jin Xiao
...
Shisong Chen
Yikai Zhang
Zhouhong Gu
Jiaqing Liang
Yanghua Xiao
ALM
LRM
ELM
84
50
0
17 Sep 2023
Controlled Text Generation with Natural Language Instructions
Controlled Text Generation with Natural Language Instructions
Wangchunshu Zhou
Yuchen Eleanor Jiang
Ethan Gotlieb Wilcox
Ryan Cotterell
Mrinmaya Sachan
138
84
0
27 Apr 2023
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