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Let Me Speak Freely? A Study on the Impact of Format Restrictions on
  Performance of Large Language Models
v1v2 (latest)

Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
5 August 2024
Zhi Rui Tam
Cheng-Kuang Wu
Yi-Lin Tsai
Chieh-Yen Lin
Hung-yi Lee
Yun-Nung Chen
ArXiv (abs)PDFHTMLHuggingFace (21 upvotes)

Papers citing "Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models"

24 / 24 papers shown
LM4Opt-RA: A Multi-Candidate LLM Framework with Structured Ranking for Automating Network Resource Allocation
LM4Opt-RA: A Multi-Candidate LLM Framework with Structured Ranking for Automating Network Resource Allocation
Tasnim Ahmed
Siana Rizwan
N. Ejaz
Salimur Choudhury
42
0
0
13 Nov 2025
You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction
You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction
Logan Lawrence
Oindrila Saha
Megan Wei
Chen Sun
Subhransu Maji
Grant Van Horn
156
0
0
16 Oct 2025
Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models
Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models
Georg Ahnert
Anna Haensch
Barbara Plank
M. Strohmaier
LM&MA
121
2
0
13 Oct 2025
Constrained Adaptive Rejection Sampling
Constrained Adaptive Rejection Sampling
Paweł Parys
Sairam Vaidya
Taylor Berg-Kirkpatrick
Loris Dántoni
90
1
0
02 Oct 2025
Quantifying the Impact of Structured Output Format on Large Language Models through Causal Inference
Quantifying the Impact of Structured Output Format on Large Language Models through Causal Inference
Han Yuan
Yue Zhao
Li Zhang
Wuqiong Luo
Zheng Ma
177
0
0
26 Sep 2025
AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration
AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration
Chunhao Tian
Yutong Wang
Xuebo Liu
Zhexuan Wang
Liang Ding
Miao Zhang
Min Zhang
AI4CE
144
0
0
23 Sep 2025
Benchmarking and Improving LLM Robustness for Personalized Generation
Benchmarking and Improving LLM Robustness for Personalized Generation
Chimaobi Okite
Naihao Deng
Kiran Bodipati
Huaidian Hou
Joyce Chai
Amélie Reymond
160
0
0
18 Sep 2025
Leveraging Large Language Models to Effectively Generate Visual Data for Canine Musculoskeletal Diagnoses
Leveraging Large Language Models to Effectively Generate Visual Data for Canine Musculoskeletal Diagnoses
Martin Thißen
Thi Ngoc Diep Tran
Barbara Esteve Ratsch
Ben Joel Schonbein
Ute Trapp
Beate Egner
Romana Piat
Elke Hergenröther
MedIm
107
0
0
16 Sep 2025
Evaluating Structured Decoding for Text-to-Table Generation: Evidence from Three Datasets
Evaluating Structured Decoding for Text-to-Table Generation: Evidence from Three Datasets
Julian Oestreich
Lydia Müller
LMTD
132
1
0
21 Aug 2025
AraTable: Benchmarking LLMs' Reasoning and Understanding of Arabic Tabular Data
AraTable: Benchmarking LLMs' Reasoning and Understanding of Arabic Tabular Data
Rana Alshaikh
Israa Alghanmi
Shelan Jeawak
LMTDLRM
149
2
0
24 Jul 2025
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications
Jean-Philippe Corbeil
Asma Ben Abacha
George Michalopoulos
Phillip Swazinna
Miguel Del-Agua
...
Nathan Bodenstab
Thomas Lin
Wenxuan Teng
François Beaulieu
Paul Vozila
LM&MA
212
3
0
07 Jul 2025
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning
Tanmay Parekh
Kartik Mehta
Ninareh Mehrabi
Kai-Wei Chang
Nanyun Peng
354
2
0
05 Jun 2025
Conditioning Large Language Models on Legal Systems? Detecting Punishable Hate Speech
Conditioning Large Language Models on Legal Systems? Detecting Punishable Hate Speech
Florian Ludwig
Torsten Zesch
Frederike Zufall
AILawELM
171
0
0
03 Jun 2025
ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments
ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments
Gili Lior
Eliya Habba
Shahar Levy
Avi Caciularu
Gabriel Stanovsky
194
3
0
28 May 2025
STEER-BENCH: A Benchmark for Evaluating the Steerability of Large Language Models
STEER-BENCH: A Benchmark for Evaluating the Steerability of Large Language Models
Kai Chen
Zihao He
Taiwei Shi
Kristina Lerman
ALMLLMSV
329
3
0
27 May 2025
Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study
Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study
DongGeon Lee
Joonwon Jang
Jihae Jeong
Hwanjo Yu
530
6
0
21 May 2025
Reassessing Large Language Model Boolean Query Generation for Systematic Reviews
Reassessing Large Language Model Boolean Query Generation for Systematic ReviewsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Shuai Wang
Harrisen Scells
Bevan Koopman
Guido Zuccon
198
1
0
12 May 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs
Ivan Kartáč
Mateusz Lango
Ondrej Dusek
ELM
373
5
0
14 Mar 2025
Learning to Generate Structured Output with Schema Reinforcement Learning
Learning to Generate Structured Output with Schema Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Yaojie Lu
Haolun Li
Xin Cong
Zhong Zhang
Yesai Wu
Yankai Lin
Zhiyuan Liu
Fangming Liu
Maosong Sun
547
9
0
26 Feb 2025
Self-Training Large Language Models for Tool-Use Without Demonstrations
Self-Training Large Language Models for Tool-Use Without DemonstrationsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Ne Luo
Aryo Pradipta Gema
Xuanli He
Emile van Krieken
Pietro Lesci
Pasquale Minervini
LLMAG
310
8
0
09 Feb 2025
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
Peiwen Yuan
Shaoxiong Feng
Yiwei Li
Xiaobei Wang
Y. Zhang
Jiayi Shi
Chuyi Tan
Boyuan Pan
Yao Hu
Kan Li
318
5
0
02 Feb 2025
"Oh LLM, I'm Asking Thee, Please Give Me a Decision Tree": Zero-Shot Decision Tree Induction and Embedding with Large Language Models
"Oh LLM, I'm Asking Thee, Please Give Me a Decision Tree": Zero-Shot Decision Tree Induction and Embedding with Large Language ModelsKnowledge Discovery and Data Mining (KDD), 2024
Ricardo Knauer
Mario Koddenbrock
Raphael Wallsberger
Nicholas M. Brisson
Georg N. Duda
Deborah Falla
David W. Evans
Erik Rodner
456
0
0
27 Sep 2024
Enhancing Scientific Reproducibility Through Automated BioCompute Object
  Creation Using Retrieval-Augmented Generation from Publications
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications
Sean Kim
Raja Mazumder
122
2
0
23 Sep 2024
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs
Do Xuan Long
Hai Nguyen Ngoc
Tiviatis Sim
Hieu Dao
Shafiq Joty
Kenji Kawaguchi
Nancy F. Chen
Min-Yen Kan
420
23
0
16 Aug 2024
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