Thinking Before Constraining: A Unified Decoding Framework for Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Nguyen, Ngoc Trinh Hung, Silva, Alonso, Zumot, Laith, Tupikina, Liubov, Aghasaryan, Armen, Alam, Mehwish |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Certainty-Guided Reasoning in Large Language Models: A Dynamic Thinking Budget Approach
by: Nogueira, João Paulo, et al.
Published: (2025)
by: Nogueira, João Paulo, et al.
Published: (2025)
Two-dimensional Taxonomy for N-ary Knowledge Representation Learning Methods
by: Lu, Xiaohua, et al.
Published: (2025)
by: Lu, Xiaohua, et al.
Published: (2025)
Enriching Taxonomies Using Large Language Models
by: Ghamlouch, Zeinab, et al.
Published: (2025)
by: Ghamlouch, Zeinab, et al.
Published: (2025)
Refining Wikidata Taxonomy using Large Language Models
by: Peng, Yiwen, et al.
Published: (2024)
by: Peng, Yiwen, et al.
Published: (2024)
Analysing Lightweight Large Language Models for Biomedical Named Entity Recognition on Diverse Ouput Formats
by: Epron, Pierre, et al.
Published: (2026)
by: Epron, Pierre, et al.
Published: (2026)
Dissecting embedding method: learning higher-order structures from data
by: Tupikina, Liubov, et al.
Published: (2024)
by: Tupikina, Liubov, et al.
Published: (2024)
Differentially Private In-Context Learning with Nearest Neighbor Search
by: Koskela, Antti, et al.
Published: (2025)
by: Koskela, Antti, et al.
Published: (2025)
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
by: Du, Chengyu, et al.
Published: (2024)
by: Du, Chengyu, et al.
Published: (2024)
Diffusion Language Models Know the Answer Before Decoding
by: Li, Pengxiang, et al.
Published: (2025)
by: Li, Pengxiang, et al.
Published: (2025)
Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue
by: Zhou, Junkai, et al.
Published: (2023)
by: Zhou, Junkai, et al.
Published: (2023)
Towards Semantically Enriched Embeddings for Knowledge Graph Completion
by: Alam, Mehwish, et al.
Published: (2023)
by: Alam, Mehwish, et al.
Published: (2023)
T-REX: Table -- Refute or Entail eXplainer
by: Horstmann, Tim Luka, et al.
Published: (2025)
by: Horstmann, Tim Luka, et al.
Published: (2025)
Think Twice Before You Write -- an Entropy-based Decoding Strategy to Enhance LLM Reasoning
by: He, Jiashu, et al.
Published: (2026)
by: He, Jiashu, et al.
Published: (2026)
Mathematical Reasoning in Large Language Models: Benchmarks, Architectures, Evaluation, and Open Challenges
by: Amjad, Husnain, et al.
Published: (2026)
by: Amjad, Husnain, et al.
Published: (2026)
Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding
by: Tu, Lifu, et al.
Published: (2023)
by: Tu, Lifu, et al.
Published: (2023)
It's All About the Confidence: An Unsupervised Approach for Multilingual Historical Entity Linking using Large Language Models
by: Santini, Cristian, et al.
Published: (2026)
by: Santini, Cristian, et al.
Published: (2026)
Do Personality Traits Interfere? Geometric Limitations of Steering in Large Language Models
by: Bhandari, Pranav, et al.
Published: (2026)
by: Bhandari, Pranav, et al.
Published: (2026)
Thinking Before Speaking: A Role-playing Model with Mindset
by: Zhang, Baohua, et al.
Published: (2024)
by: Zhang, Baohua, et al.
Published: (2024)
Large Language Models for In-Context Student Modeling: Synthesizing Student's Behavior in Visual Programming
by: Nguyen, Manh Hung, et al.
Published: (2023)
by: Nguyen, Manh Hung, et al.
Published: (2023)
Multilingual Text-to-SQL: Benchmarking the Limits of Language Models with Collaborative Language Agents
by: Pham, Khanh Trinh, et al.
Published: (2025)
by: Pham, Khanh Trinh, et al.
Published: (2025)
VLegal-Bench: Cognitively Grounded Benchmark for Vietnamese Legal Reasoning of Large Language Models
by: Dong, Nguyen Tien, et al.
Published: (2025)
by: Dong, Nguyen Tien, et al.
Published: (2025)
Think Before You Prune: Self-Reflective Structured Pruning for Reasoning Language Models
by: Wang, Ziyan, et al.
Published: (2025)
by: Wang, Ziyan, et al.
Published: (2025)
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
by: Zelikman, Eric, et al.
Published: (2024)
by: Zelikman, Eric, et al.
Published: (2024)
Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models
by: Nguyen, Vy, et al.
Published: (2025)
by: Nguyen, Vy, et al.
Published: (2025)
Retrieval-Constrained Decoding Reveals Underestimated Parametric Knowledge in Language Models
by: Hamdani, Rajaa El, et al.
Published: (2025)
by: Hamdani, Rajaa El, et al.
Published: (2025)
Think Before You Retrieve: Learning Test-Time Adaptive Search with Small Language Models
by: Vijay, Supriti, et al.
Published: (2025)
by: Vijay, Supriti, et al.
Published: (2025)
MeTHanol: Modularized Thinking Language Models with Intermediate Layer Thinking, Decoding and Bootstrapping Reasoning
by: Xi, Ningyuan, et al.
Published: (2024)
by: Xi, Ningyuan, et al.
Published: (2024)
EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models
by: Zhou, Weikang, et al.
Published: (2024)
by: Zhou, Weikang, et al.
Published: (2024)
Bridging the Reasoning Gap in Vietnamese with Small Language Models via Test-Time Scaling
by: Trung, Bui The, et al.
Published: (2026)
by: Trung, Bui The, et al.
Published: (2026)
Conversational Control with Ontologies for Large Language Models: A Lightweight Framework for Constrained Generation
by: Gendron, Barbara, et al.
Published: (2026)
by: Gendron, Barbara, et al.
Published: (2026)
A Unified Biomedical Named Entity Recognition Framework with Large Language Models
by: Lv, Tengxiao, et al.
Published: (2025)
by: Lv, Tengxiao, et al.
Published: (2025)
JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models
by: Fisher, Jillian, et al.
Published: (2024)
by: Fisher, Jillian, et al.
Published: (2024)
LLM Discussion: Enhancing the Creativity of Large Language Models via Discussion Framework and Role-Play
by: Lu, Li-Chun, et al.
Published: (2024)
by: Lu, Li-Chun, et al.
Published: (2024)
Evaluating Personality Traits in Large Language Models: Insights from Psychological Questionnaires
by: Bhandari, Pranav, et al.
Published: (2025)
by: Bhandari, Pranav, et al.
Published: (2025)
Cognitive Decision Routing in Large Language Models: When to Think Fast, When to Think Slow
by: Du, Y., et al.
Published: (2025)
by: Du, Y., et al.
Published: (2025)
The Cost of Thinking: Increased Jailbreak Risk in Large Language Models
by: Yang, Fan
Published: (2025)
by: Yang, Fan
Published: (2025)
Multi-Persona Thinking for Bias Mitigation in Large Language Models
by: Chen, Yuxing, et al.
Published: (2026)
by: Chen, Yuxing, et al.
Published: (2026)
THiNK: Can Large Language Models Think-aloud?
by: Yu, Yongan, et al.
Published: (2025)
by: Yu, Yongan, et al.
Published: (2025)
Think$^{2}$: Grounded Metacognitive Reasoning in Large Language Models
by: Elenjical, Abraham Paul, et al.
Published: (2026)
by: Elenjical, Abraham Paul, et al.
Published: (2026)
Missed Connections: Lateral Thinking Puzzles for Large Language Models
by: Todd, Graham, et al.
Published: (2024)
by: Todd, Graham, et al.
Published: (2024)
Similar Items
-
Certainty-Guided Reasoning in Large Language Models: A Dynamic Thinking Budget Approach
by: Nogueira, João Paulo, et al.
Published: (2025) -
Two-dimensional Taxonomy for N-ary Knowledge Representation Learning Methods
by: Lu, Xiaohua, et al.
Published: (2025) -
Enriching Taxonomies Using Large Language Models
by: Ghamlouch, Zeinab, et al.
Published: (2025) -
Refining Wikidata Taxonomy using Large Language Models
by: Peng, Yiwen, et al.
Published: (2024) -
Analysing Lightweight Large Language Models for Biomedical Named Entity Recognition on Diverse Ouput Formats
by: Epron, Pierre, et al.
Published: (2026)