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2403.06988
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Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation
7 February 2024
Luca Beurer-Kellner
Marc Fischer
Martin Vechev
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Papers citing
"Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation"
25 / 25 papers shown
Title
SLOT: Structuring the Output of Large Language Models
Darren Yow-Bang Wang
Zhengyuan Shen
Soumya Smruti Mishra
Zhichao Xu
Yifei Teng
Haibo Ding
LLMAG
30
0
0
06 May 2025
Avoid Recommending Out-of-Domain Items: Constrained Generative Recommendation with LLMs
Hao Liao
Wensheng Lu
Jianxun Lian
Mingqi Wu
Shuo Wang
Y. Zhang
Yitian Huang
Mingyang Zhou
Xing Xie
12
0
0
06 May 2025
Semantic Probabilistic Control of Language Models
Kareem Ahmed
Catarina G Belém
Padhraic Smyth
Sameer Singh
37
0
0
04 May 2025
Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models
Haotian Ye
Himanshu Jain
Chong You
A. Suresh
Haowei Lin
James Zou
Felix X. Yu
31
0
0
12 Apr 2025
Large Language Models as Span Annotators
Zdeněk Kasner
Vilém Zouhar
Patrícia Schmidtová
Ivan Kartáč
Kristýna Onderková
Ondřej Plátek
Dimitra Gkatzia
Saad Mahamood
Ondrej Dusek
Simone Balloccu
ALM
30
0
0
11 Apr 2025
Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling
Benjamin Lipkin
Benjamin LeBrun
Jacob Hoover Vigly
João Loula
David R. MacIver
...
Ryan Cotterell
Vikash K. Mansinghka
Timothy J. O'Donnell
Alexander K. Lew
Tim Vieira
24
0
0
07 Apr 2025
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases
Alfred Clemedtson
Borun Shi
RALM
61
0
0
07 Apr 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs
Ivan Kartáč
Mateusz Lango
Ondrej Dusek
ELM
49
1
0
14 Mar 2025
A City of Millions: Mapping Literary Social Networks At Scale
Sil Hamilton
Rebecca M. M. Hicke
David M. Mimno
Matthew Wilkens
GNN
112
1
0
26 Feb 2025
Lost in Space: Optimizing Tokens for Grammar-Constrained Decoding
Sil Hamilton
David Mimno
68
0
0
24 Feb 2025
Reliable Text-to-SQL with Adaptive Abstention
Kaiwen Chen
Yueting Chen
Xiaohui Yu
Nick Koudas
RALM
34
0
0
18 Jan 2025
Formal Mathematical Reasoning: A New Frontier in AI
Kaiyu Yang
Gabriel Poesia
Jingxuan He
Wenda Li
Kristin Lauter
Swarat Chaudhuri
Dawn Song
LRM
AI4CE
82
20
0
20 Dec 2024
Constrained Decoding with Speculative Lookaheads
Nishanth Nakshatri
Shamik Roy
Rajarshi Das
Suthee Chaidaroon
Leonid Boytsov
Rashmi Gangadharaiah
72
0
0
09 Dec 2024
Structured Object Language Modeling (SoLM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising
A. Tavanaei
Kee Kiat Koo
Hayreddin Ceker
Shaobai Jiang
Qi Li
Julien Han
Karim Bouyarmane
57
0
0
28 Nov 2024
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning
Duo Wu
J. Wang
Yuan Meng
Yanning Zhang
Le Sun
Zhi Wang
138
0
0
25 Nov 2024
Software Performance Engineering for Foundation Model-Powered Software (FMware)
Haoxiang Zhang
Shi Chang
Arthur Leung
Kishanthan Thangarajah
Boyuan Chen
Hanan Lutfiyya
Ahmed E. Hassan
63
1
0
14 Nov 2024
Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders
Xiaofeng Zhu
Jaya Krishna Mandivarapu
HILM
39
0
0
12 Nov 2024
Moral Alignment for LLM Agents
Elizaveta Tennant
Stephen Hailes
Mirco Musolesi
35
0
0
02 Oct 2024
Approximately Aligned Decoding
Daniel Melcer
Sujan Kumar Gonugondla
Pramuditha Perera
Haifeng Qian
Wen-Hao Chiang
Yanjun Wang
Nihal Jain
Pranav Garg
Xiaofei Ma
Anoop Deoras
31
0
0
01 Oct 2024
StructuredRAG: JSON Response Formatting with Large Language Models
Connor Shorten
Charles Pierse
Thomas Benjamin Smith
Erika Cardenas
Akanksha Sharma
John Trengrove
Bob van Luijt
16
4
0
07 Aug 2024
Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval
Zhirui Kuai
Hongxun Zhou
Huimu Wang
Mingming Li
Dadong Miao
...
Jiaxing Wang
Ye Yuan
Lin Liu
Songlin Wang
Jingwei Zhuo
30
0
0
31 Jul 2024
Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation
Markus Frohmann
Igor Sterner
Ivan Vulić
Benjamin Minixhofer
Markus Schedl
VLM
41
13
0
24 Jun 2024
SynCode: LLM Generation with Grammar Augmentation
Shubham Ugare
Tarun Suresh
Hangoo Kang
Sasa Misailovic
Gagandeep Singh
32
12
0
03 Mar 2024
On the Challenges and Opportunities in Generative AI
Laura Manduchi
Kushagra Pandey
Robert Bamler
Ryan Cotterell
Sina Daubener
...
F. Wenzel
Frank Wood
Stephan Mandt
Vincent Fortuin
Vincent Fortuin
56
17
0
28 Feb 2024
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models
Torsten Scholak
Nathan Schucher
Dzmitry Bahdanau
146
374
0
10 Sep 2021
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