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2203.15721
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On Decoding Strategies for Neural Text Generators
Transactions of the Association for Computational Linguistics (TACL), 2022
29 March 2022
Gian Wiher
Clara Meister
Robert Bamler
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Papers citing
"On Decoding Strategies for Neural Text Generators"
50 / 61 papers shown
Solving LLM Repetition Problem in Production: A Comprehensive Study of Multiple Solutions
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Weijie Zou
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Breaking the Modality Barrier: Generative Modeling for Accurate Molecule Retrieval from Mass Spectra
Yiwen Zhang
Keyan Ding
Yihang Wu
Xiang Zhuang
Yi Yang
Qiang Zhang
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Top-Down Semantic Refinement for Image Captioning
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Jian Wang
Chengpei Tang
Keze Wang
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134
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03 Oct 2025
GradeSQL: Test-Time Inference with Outcome Reward Models for Text-to-SQL Generation from Large Language Models
Mattia Tritto
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Dario Di Palma
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195
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01 Sep 2025
GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation
Yuanhao Ding
Esteban Garces Arias
Meimingwei Li
Julian Rodemann
Matthias Aßenmacher
Danlu Chen
Gaojuan Fan
C. Heumann
Chongsheng Zhang
183
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28 Aug 2025
Confidence-Modulated Speculative Decoding for Large Language Models
Jaydip Sen
Subhasis Dasgupta
Hetvi Waghela
UQLM
340
1
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21 Aug 2025
A Comparative Study of Decoding Strategies in Medical Text Generation
Oriana Presacan
Alireza Nik
Vajira Thambawita
Bogdan Ionescu
Michael A. Riegler
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194
1
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19 Aug 2025
Multi-Hypothesis Distillation of Multilingual Neural Translation Models for Low-Resource Languages
Aarón Galiano-Jiménez
Juan Antonio Pérez-Ortiz
F. Sánchez-Martínez
Víctor M. Sánchez-Cartagena
267
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29 Jul 2025
Quantum Machine Learning in Multi-Qubit Phase-Space Part I: Foundations
Timothy Heightman
Edward Jiang
Ruth Mora-Soto
Maciej Lewenstein
Marcin Płodzień
451
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16 Jul 2025
Multi-Amateur Contrastive Decoding for Text Generation
Jaydip Sen
S. Dasgupta
Hetvi Waghela
276
3
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22 Jun 2025
Deep generative models as the probability transformation functions
Vitalii Bondar
Vira Babenko
Roman Trembovetskyi
Yurii Korobeinyk
Viktoriya Dzyuba
252
1
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20 Jun 2025
Finance Language Model Evaluation (FLaME)
Glenn Matlin
Mika Okamoto
Huzaifa Pardawala
Yang Yang
Sudheer Chava
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214
1
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18 Jun 2025
Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs
Jaydip Sen
Saptarshi Sengupta
S. Dasgupta
315
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03 Jun 2025
Proximalized Preference Optimization for Diverse Feedback Types: A Decomposed Perspective on DPO
Kaiyang Guo
Yinchuan Li
Zhitang Chen
403
3
0
29 May 2025
Exploring the Relationship Between Diversity and Quality in Ad Text Generation
Yoichi Aoki
Soichiro Murakami
Ukyo Honda
Akihiko Kato
262
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22 May 2025
On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms
Jacob Trauger
Ambuj Tewari
317
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16 May 2025
Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models
Tom Kempton
Stuart Burrell
288
3
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27 Mar 2025
Latent Beam Diffusion Models for Generating Visual Sequences
Guilherme Fernandes
Vasco Ramos
Regev Cohen
Idan Szpektor
João Magalhães
445
1
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26 Mar 2025
ConSCompF: Consistency-focused Similarity Comparison Framework for Generative Large Language Models
Journal of Artificial Intelligence Research (JAIR), 2025
Alexey Karev
Dong Xu
397
1
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18 Mar 2025
Energy-Conscious LLM Decoding: Impact of Text Generation Strategies on GPU Energy Consumption
Alireza Nik
Pål Halvorsen
Pål Halvorsen
354
1
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17 Feb 2025
Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning
Hao Sun
M. Schaar
488
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28 Jan 2025
Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework
Esteban Garces Arias
Hannah Blocher
Julian Rodemann
Meimingwei Li
Gaojuan Fan
Yi Men
445
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24 Oct 2024
Preference Optimization with Multi-Sample Comparisons
Chaoqi Wang
Zhuokai Zhao
Chen Zhu
Karthik Abinav Sankararaman
Michal Valko
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Zhaorun Chen
Madian Khabsa
Yuxin Chen
Hao Ma
Sinong Wang
383
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16 Oct 2024
On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Xiaonan Jing
Srinivas Billa
Danny Godbout
HILM
388
4
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16 Oct 2024
Decoding Game: On Minimax Optimality of Heuristic Text Generation Strategies
International Conference on Learning Representations (ICLR), 2024
Sijin Chen
Omar Hagrass
Jason M. Klusowski
596
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04 Oct 2024
Pay Attention to What Matters
Pedro Luiz Silva
Antonio De Domenico
Ali Maatouk
Fadhel Ayed
ALM
192
1
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19 Sep 2024
Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences through
f
f
f
-divergence Minimization
AAAI Conference on Artificial Intelligence (AAAI), 2024
Haoyuan Sun
Bo Xia
Yongzhe Chang
Xueqian Wang
EGVM
342
19
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15 Sep 2024
Uncertainty-Guided Likelihood Tree Search
Julia Grosse
Ruotian Wu
Ahmad Rashid
Cheng Zhang
Philipp Hennig
Pascal Poupart
Agustinus Kristiadi
441
3
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04 Jul 2024
Detection and Measurement of Syntactic Templates in Generated Text
Chantal Shaib
Yanai Elazar
Junyi Jessy Li
Byron C. Wallace
309
37
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28 Jun 2024
Evaluating Diversity in Automatic Poetry Generation
Yanran Chen
Hannes Groner
Sina Zarrieß
Steffen Eger
383
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Quantifying Generative Media Bias with a Corpus of Real-world and Generated News Articles
Filip Trhlik
Pontus Stenetorp
353
11
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Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation
Yiwei Li
Fei Mi
Yitong Li
Yasheng Wang
Bin Sun
Shaoxiong Feng
Kan Li
198
9
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12 Jun 2024
Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback
Kaustubh D. Dhole
Ramraj Chandradevan
Eugene Agichtein
281
3
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27 May 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges
Jonas Becker
Jan Philip Wahle
Bela Gipp
Terry Ruas
415
21
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24 May 2024
Token-level Direct Preference Optimization
Yongcheng Zeng
Guoqing Liu
Weiyu Ma
Ning Yang
Haifeng Zhang
Jun Wang
709
125
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18 Apr 2024
GenQREnsemble: Zero-Shot LLM Ensemble Prompting for Generative Query Reformulation
European Conference on Information Retrieval (ECIR), 2024
Kaustubh D. Dhole
Eugene Agichtein
241
27
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04 Apr 2024
AI and the Problem of Knowledge Collapse
Ai & Society (AI Soc.), 2024
Andrew J. Peterson
318
55
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Using LLMs to Model the Beliefs and Preferences of Targeted Populations
Keiichi Namikoshi
Alexandre L. S. Filipowicz
David A. Shamma
Rumen Iliev
Candice L Hogan
Nikos Aréchiga
287
10
0
29 Mar 2024
Supervised Fine-Tuning as Inverse Reinforcement Learning
Hao Sun
244
12
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18 Mar 2024
Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of Scores
Chantal Shaib
Joe Barrow
Jiuding Sun
Alexa F. Siu
Byron C. Wallace
A. Nenkova
Ani Nenkova
531
63
0
01 Mar 2024
A Note on Bias to Complete
Jia Xu
Mona Diab
324
2
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18 Feb 2024
Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs
Xuandong Zhao
Lei Li
Yu-Xiang Wang
426
12
0
08 Feb 2024
Towards Uncertainty-Aware Language Agent
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Jiuzhou Han
Wray Buntine
Ehsan Shareghi
LLMAG
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453
18
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25 Jan 2024
Graph Guided Question Answer Generation for Procedural Question-Answering
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024
Hai X. Pham
Isma Hadji
Xinnuo Xu
Ziedune Degutyte
Jay Rainey
Evangelos Kazakos
Afsaneh Fazly
Georgios Tzimiropoulos
Brais Martínez
247
6
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Partially Randomizing Transformer Weights for Dialogue Response Diversity
Jing Yang Lee
Kong Aik Lee
Woon-Seng Gan
277
1
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MAP's not dead yet: Uncovering true language model modes by conditioning away degeneracy
Davis Yoshida
Kartik Goyal
Kevin Gimpel
MoE
222
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Comprehensive Assessment of Toxicity in ChatGPT
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Xinyue Shen
Waiman Si
Zeyang Sha
Sihao Lin
Ahmed Salem
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Michael Backes
Yang Zhang
SILM
334
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03 Nov 2023
The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Aviv Slobodkin
Omer Goldman
Avi Caciularu
Ido Dagan
Haiqin Yang
HILM
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326
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Amanda Bertsch
Alex Xie
Graham Neubig
Matthew R. Gormley
297
49
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