ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2202.11705
  4. Cited By
COLD Decoding: Energy-based Constrained Text Generation with Langevin
  Dynamics
v1v2v3 (latest)

COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics

Neural Information Processing Systems (NeurIPS), 2022
23 February 2022
Lianhui Qin
Sean Welleck
Daniel Khashabi
Yejin Choi
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics"

50 / 127 papers shown
Learning Tractable Distributions Of Language Model Continuations
Gwen Yidou Weng
Ian Li
Anji Liu
Oliver Broadrick
Guy Van den Broeck
Benjie Wang
83
0
0
20 Nov 2025
NAMeGEn: Creative Name Generation via A Novel Agent-based Multiple Personalized Goal Enhancement Framework
NAMeGEn: Creative Name Generation via A Novel Agent-based Multiple Personalized Goal Enhancement Framework
Shanlin Zhou
Xinpeng Wang
Jianxun Lian
Zhenghao Liu
L. Lakshmanan
Xiaoyuan Yi
Yongtao Hao
LLMAG
356
0
0
19 Nov 2025
STARS: Segment-level Token Alignment with Rejection Sampling in Large Language Models
STARS: Segment-level Token Alignment with Rejection Sampling in Large Language Models
Mohammad Atif Quamar
Mohammad Areeb
Mikhail Kuznetsov
Muslum Ozgur Ozmen
Z. Berkay Celik
125
0
0
05 Nov 2025
Adaptive Defense against Harmful Fine-Tuning for Large Language Models via Bayesian Data Scheduler
Adaptive Defense against Harmful Fine-Tuning for Large Language Models via Bayesian Data Scheduler
Zixuan Hu
Li Shen
Zhenyi Wang
Yongxian Wei
Dacheng Tao
AAML
171
2
0
31 Oct 2025
Constrained Adaptive Rejection Sampling
Constrained Adaptive Rejection Sampling
Paweł Parys
Sairam Vaidya
Taylor Berg-Kirkpatrick
Loris Dántoni
93
1
0
02 Oct 2025
NeuroStrike: Neuron-Level Attacks on Aligned LLMs
NeuroStrike: Neuron-Level Attacks on Aligned LLMs
Lichao Wu
Sasha Behrouzi
Mohamadreza Rostami
Maximilian Thang
S. Picek
A. Sadeghi
AAML
270
1
0
15 Sep 2025
Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling
Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling
Minghui Li
Hao Zhang
Yechao Zhang
Wei Wan
Shengshan Hu
Pei Xiaobing
Jing Wang
SILMAAML
143
0
0
09 Sep 2025
Adaptive Originality Filtering: Rejection Based Prompting and RiddleScore for Culturally Grounded Multilingual Riddle Generation
Adaptive Originality Filtering: Rejection Based Prompting and RiddleScore for Culturally Grounded Multilingual Riddle Generation
Duy Le
Kent Ziti
Evan Girard-Sun
Bakr Bouhaya
Sean O'Brien
Sean O Brien
Kevin Zhu
217
0
0
26 Aug 2025
Scaling Towards the Information Boundary of Instruction Sets: The Infinity Instruct Subject Technical Report
Scaling Towards the Information Boundary of Instruction Sets: The Infinity Instruct Subject Technical Report
Li Du
hanyu Zhao
Yiming Ju
Tengfei Pan
ALM
132
1
0
09 Jul 2025
Edit Flows: Flow Matching with Edit Operations
Marton Havasi
Brian Karrer
Itai Gat
Ricky T. Q. Chen
BDL
507
19
0
10 Jun 2025
Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs
Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs
Jaydip Sen
Saptarshi Sengupta
S. Dasgupta
275
4
0
03 Jun 2025
SPECTRE: Conditional System Prompt Poisoning to Hijack LLMs
SPECTRE: Conditional System Prompt Poisoning to Hijack LLMs
Viet Pham
Thai Le
SILM
181
0
0
22 May 2025
Semantic Probabilistic Control of Language Models
Semantic Probabilistic Control of Language Models
Kareem Ahmed
Catarina G Belém
Padhraic Smyth
Sameer Singh
312
4
0
04 May 2025
Incorporating Inductive Biases to Energy-based Generative Models
Incorporating Inductive Biases to Energy-based Generative Models
Yukun Li
Li-Ping Liu
406
1
0
02 May 2025
TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation
TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation
Gwen Yidou Weng
Benjie Wang
Karen Ullrich
BDL
898
4
0
25 Apr 2025
DualBreach: Efficient Dual-Jailbreaking via Target-Driven Initialization and Multi-Target Optimization
DualBreach: Efficient Dual-Jailbreaking via Target-Driven Initialization and Multi-Target Optimization
Xinzhe Huang
Kedong Xiu
T. Zheng
Churui Zeng
Wangze Ni
Zhan Qiin
K. Ren
Chong Chen
AAML
275
3
0
21 Apr 2025
Antidistillation Sampling
Antidistillation Sampling
Yash Savani
Asher Trockman
Zhili Feng
Avi Schwarzschild
Avi Schwarzschild
Alexander Robey
Marc Finzi
J. Zico Kolter
476
8
0
17 Apr 2025
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
Syntactic and Semantic Control of Large Language Models via Sequential Monte CarloInternational Conference on Learning Representations (ICLR), 2025
João Loula
Benjamin LeBrun
Li Du
Ben Lipkin
Clemente Pasti
...
Ryan Cotterel
Vikash K. Mansinghka
Alexander K. Lew
Tim Vieira
Timothy J. O'Donnell
548
22
0
17 Apr 2025
Geneshift: Impact of different scenario shift on Jailbreaking LLM
Geneshift: Impact of different scenario shift on Jailbreaking LLM
Tianyi Wu
Zhiwei Xue
Yue Liu
Jiaheng Zhang
Bryan Hooi
See-Kiong Ng
299
1
0
10 Apr 2025
StealthRank: LLM Ranking Manipulation via Stealthy Prompt Optimization
StealthRank: LLM Ranking Manipulation via Stealthy Prompt Optimization
Yiming Tang
Yi Fan
Chenxiao Yu
Tiankai Yang
Yue Zhao
Xiyang Hu
355
7
0
08 Apr 2025
Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling
Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling
Benjamin Lipkin
Benjamin LeBrun
Jacob Hoover Vigly
João Loula
David R. MacIver
...
Robert Bamler
Vikash K. Mansinghka
Timothy J. O'Donnell
Alexander K. Lew
Tim Vieira
373
6
0
07 Apr 2025
Sample, Don't Search: Rethinking Test-Time Alignment for Language Models
Sample, Don't Search: Rethinking Test-Time Alignment for Language Models
Gonçalo Faria
Noah A. Smith
367
12
0
04 Apr 2025
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization
GAPO: Learning Preferential Prompt through Generative Adversarial Policy OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Zhouhong Gu
Xingzhou Chen
Xiaoran Shi
Tao Wang
Suhang Zheng
Tianyu Li
Hongwei Feng
Yanghua Xiao
322
1
0
26 Mar 2025
Palette of Language Models: A Solver for Controlled Text GenerationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Zhe Yang
Yi Huang
Yaqin Chen
Xiaoting Wu
Junlan Feng
Chao Deng
209
1
0
14 Mar 2025
Robust Multi-Objective Controlled Decoding of Large Language Models
Seongho Son
William Bankes
Sangwoong Yoon
Shyam Sundhar Ramesh
Xiaohang Tang
Ilija Bogunovic
353
6
0
11 Mar 2025
Dynamic Search for Inference-Time Alignment in Diffusion Models
Dynamic Search for Inference-Time Alignment in Diffusion Models
Xiner Li
Masatoshi Uehara
Xingyu Su
Gabriele Scalia
Tommaso Biancalani
Aviv Regev
Sergey Levine
Shuiwang Ji
425
22
0
03 Mar 2025
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation
A. Naseh
Yuefeng Peng
Anshuman Suri
Harsh Chaudhari
Alina Oprea
Amir Houmansadr
SILMAAMLRALM
363
12
0
01 Feb 2025
ReZG: Retrieval-Augmented Zero-Shot Counter Narrative Generation for Hate Speech
ReZG: Retrieval-Augmented Zero-Shot Counter Narrative Generation for Hate Speech
Shuyu Jiang
Wenyi Tang
Xingshu Chen
Rui Tang
Haizhou Wang
Wenxian Wang
166
7
0
31 Dec 2024
Time-Reversal Provides Unsupervised Feedback to LLMs
Time-Reversal Provides Unsupervised Feedback to LLMsNeural Information Processing Systems (NeurIPS), 2024
Yerram Varun
Rahul Madhavan
Sravanti Addepalli
A. Suggala
Karthikeyan Shanmugam
Prateek Jain
LRMSyDa
396
1
0
03 Dec 2024
LingGen: Scalable Multi-Attribute Linguistic Control via Power-Law Masking
LingGen: Scalable Multi-Attribute Linguistic Control via Power-Law Masking
Mohamed Elgaar
Hadi Amiri
AI4CE
188
0
0
31 Oct 2024
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text
  Generation Framework
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation FrameworkConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yifan Wang
Vera Demberg
220
9
0
24 Oct 2024
Imprompter: Tricking LLM Agents into Improper Tool Use
Imprompter: Tricking LLM Agents into Improper Tool Use
Xiaohan Fu
Shuheng Li
Zihan Wang
Yong Liu
Rajesh K. Gupta
Taylor Berg-Kirkpatrick
Earlence Fernandes
SILMLLMAG
298
48
0
19 Oct 2024
Controllable Generation via Locally Constrained Resampling
Controllable Generation via Locally Constrained ResamplingInternational Conference on Learning Representations (ICLR), 2024
Kareem Ahmed
Kai-Wei Chang
Karen Ullrich
247
9
0
17 Oct 2024
PositionID: LLMs can Control Lengths, Copy and Paste with Explicit
  Positional Awareness
PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional AwarenessConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Zekun Wang
Feiyu Duan
Yibo Zhang
Wangchunshu Zhou
Ke Xu
Wenhao Huang
Jie Fu
LLMAG
204
7
0
09 Oct 2024
FlipAttack: Jailbreak LLMs via Flipping
FlipAttack: Jailbreak LLMs via Flipping
Yue Liu
Xiaoxin He
Miao Xiong
Jinlan Fu
Shumin Deng
Bryan Hooi
AAML
244
42
0
02 Oct 2024
Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models
Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models
Bang An
Sicheng Zhu
Ruiyi Zhang
Michael-Andrei Panaitescu-Liess
Yuancheng Xu
Furong Huang
AAML
390
29
0
01 Sep 2024
Derivative-Free Guidance in Continuous and Discrete Diffusion Models
  with Soft Value-Based Decoding
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding
Xiner Li
Yulai Zhao
Chenyu Wang
Gabriele Scalia
Gökçen Eraslan
Surag Nair
Tommaso Biancalani
Aviv Regev
Sergey Levine
Masatoshi Uehara
418
81
0
15 Aug 2024
Can Reinforcement Learning Unlock the Hidden Dangers in Aligned Large
  Language Models?
Can Reinforcement Learning Unlock the Hidden Dangers in Aligned Large Language Models?
Mohammad Bahrami Karkevandi
Nishant Vishwamitra
Peyman Najafirad
AAML
293
1
0
05 Aug 2024
Mission Impossible: A Statistical Perspective on Jailbreaking LLMs
Mission Impossible: A Statistical Perspective on Jailbreaking LLMsNeural Information Processing Systems (NeurIPS), 2024
Jingtong Su
Mingyu Lee
SangKeun Lee
217
22
0
02 Aug 2024
Promises and Pitfalls of Generative Masked Language Modeling:
  Theoretical Framework and Practical Guidelines
Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines
Yuchen Li
Alexandre Kirchmeyer
Aashay Mehta
Yilong Qin
Boris Dadachev
Kishore Papineni
Sanjiv Kumar
Andrej Risteski
311
4
0
22 Jul 2024
AutoGRAMS: Autonomous Graphical Agent Modeling Software
AutoGRAMS: Autonomous Graphical Agent Modeling Software
Ben Krause
Lucia Chen
Emmanuel Kahembwe
197
1
0
14 Jul 2024
Locate&Edit: Energy-based Text Editing for Efficient, Flexible, and
  Faithful Controlled Text Generation
Locate&Edit: Energy-based Text Editing for Efficient, Flexible, and Faithful Controlled Text Generation
Hye Ryung Son
Jay-Yoon Lee
173
3
0
30 Jun 2024
Decoding-Time Language Model Alignment with Multiple Objectives
Decoding-Time Language Model Alignment with Multiple Objectives
Ruizhe Shi
Yifang Chen
Yushi Hu
Alisa Liu
Hannaneh Hajishirzi
Noah A. Smith
Simon Du
395
74
0
27 Jun 2024
Adaptable Logical Control for Large Language Models
Adaptable Logical Control for Large Language Models
Honghua Zhang
Po-Nien Kung
Masahiro Yoshida
Karen Ullrich
Nanyun Peng
204
20
0
19 Jun 2024
Neuro-symbolic Training for Reasoning over Spatial Language
Neuro-symbolic Training for Reasoning over Spatial LanguageNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Tanawan Premsri
Parisa Kordjamshidi
LRMNAI
338
8
0
19 Jun 2024
SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large
  Language Models
SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models
Somnath Banerjee
Soham Tripathy
Sayan Layek
Shanu Kumar
Animesh Mukherjee
Rima Hazra
211
13
0
18 Jun 2024
No perspective, no perception!! Perspective-aware Healthcare Answer
  Summarization
No perspective, no perception!! Perspective-aware Healthcare Answer Summarization
Gauri Naik
Sharad Chandakacherla
S. Yadav
Md. Shad Akhtar
276
14
0
13 Jun 2024
Flow of Reasoning:Training LLMs for Divergent Problem Solving with Minimal Examples
Flow of Reasoning:Training LLMs for Divergent Problem Solving with Minimal Examples
Fangxu Yu
Lai Jiang
Haoqiang Kang
Shibo Hao
Lianhui Qin
LRMAI4CE
608
10
0
09 Jun 2024
BoNBoN Alignment for Large Language Models and the Sweetness of
  Best-of-n Sampling
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling
Lin Gui
Cristina Garbacea
Victor Veitch
BDLLM&MA
471
95
0
02 Jun 2024
Grammar-Aligned Decoding
Grammar-Aligned Decoding
Kanghee Park
Jiayu Wang
Taylor Berg-Kirkpatrick
Nadia Polikarpova
Loris Dántoni
344
29
0
31 May 2024
123
Next
Page 1 of 3