Latent Reasoning via Sentence Embedding Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Hwang, Hyeonbin, Jeon, Byeongguk, Kim, Seungone, Kim, Jiyeon, Chang, Hoyeon, Yang, Sohee, Won, Seungpil, Lee, Dohaeng, Ahn, Youbin, Seo, Minjoon |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition
by: Kim, Jiyeon, et al.
Published: (2024)
by: Kim, Jiyeon, et al.
Published: (2024)
Characterizing Pattern Matching and Its Limits on Compositional Task Structures
by: Chang, Hoyeon, et al.
Published: (2025)
by: Chang, Hoyeon, et al.
Published: (2025)
Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards
by: Hwang, Hyeonbin, et al.
Published: (2024)
by: Hwang, Hyeonbin, et al.
Published: (2024)
Differential Information Distribution: A Bayesian Perspective on Direct Preference Optimization
by: Won, Yunjae, et al.
Published: (2025)
by: Won, Yunjae, et al.
Published: (2025)
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think
by: Lee, Seongyun, et al.
Published: (2025)
by: Lee, Seongyun, et al.
Published: (2025)
How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?
by: Lee, Seongyun, et al.
Published: (2024)
by: Lee, Seongyun, et al.
Published: (2024)
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
by: Ye, Seonghyeon, et al.
Published: (2023)
by: Ye, Seonghyeon, et al.
Published: (2023)
Reasoning Models Better Express Their Confidence
by: Yoon, Dongkeun, et al.
Published: (2025)
by: Yoon, Dongkeun, et al.
Published: (2025)
Aligning to Thousands of Preferences via System Message Generalization
by: Lee, Seongyun, et al.
Published: (2024)
by: Lee, Seongyun, et al.
Published: (2024)
LangBridge: Multilingual Reasoning Without Multilingual Supervision
by: Yoon, Dongkeun, et al.
Published: (2024)
by: Yoon, Dongkeun, et al.
Published: (2024)
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
by: Chang, Hoyeon, et al.
Published: (2024)
by: Chang, Hoyeon, et al.
Published: (2024)
Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation
by: Lee, Seongyun, et al.
Published: (2024)
by: Lee, Seongyun, et al.
Published: (2024)
Early Decisions Matter: Proximity Bias and Initial Trajectory Shaping in Non-Autoregressive Diffusion Language Models
by: Kim, Jiyeon, et al.
Published: (2026)
by: Kim, Jiyeon, et al.
Published: (2026)
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning
by: Kim, Geewook, et al.
Published: (2024)
by: Kim, Geewook, et al.
Published: (2024)
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis
by: Yang, Sohee, et al.
Published: (2023)
by: Yang, Sohee, et al.
Published: (2023)
Reasoning Abilities of Large Language Models: In-Depth Analysis on the Abstraction and Reasoning Corpus
by: Lee, Seungpil, et al.
Published: (2024)
by: Lee, Seungpil, et al.
Published: (2024)
Understanding and Enhancing Mamba-Transformer Hybrids for Memory Recall and Language Modeling
by: Lee, Hyunji, et al.
Published: (2025)
by: Lee, Hyunji, et al.
Published: (2025)
Rethinking the Role of Proxy Rewards in Language Model Alignment
by: Kim, Sungdong, et al.
Published: (2024)
by: Kim, Sungdong, et al.
Published: (2024)
Q-Flow: Stable and Expressive Reinforcement Learning with Flow-Based Policy
by: Doo, JaeHyeok, et al.
Published: (2026)
by: Doo, JaeHyeok, et al.
Published: (2026)
Can Language Models Evaluate Human Written Text? Case Study on Korean Student Writing for Education
by: Kim, Seungyoon, et al.
Published: (2024)
by: Kim, Seungyoon, et al.
Published: (2024)
TSLM: Tree-Structured Language Modeling for Divergent Thinking
by: Kim, Doyoung, et al.
Published: (2026)
by: Kim, Doyoung, et al.
Published: (2026)
How language models extrapolate outside the training data: A case study in Textualized Gridworld
by: Kim, Doyoung, et al.
Published: (2024)
by: Kim, Doyoung, et al.
Published: (2024)
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversation
by: Yoon, Chanwoong, et al.
Published: (2024)
by: Yoon, Chanwoong, et al.
Published: (2024)
Lost in the Noise: How Reasoning Models Fail with Contextual Distractors
by: Lee, Seongyun, et al.
Published: (2026)
by: Lee, Seongyun, et al.
Published: (2026)
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
by: Kim, Seungone, et al.
Published: (2024)
by: Kim, Seungone, et al.
Published: (2024)
Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis
by: Seo, Yongsik, et al.
Published: (2024)
by: Seo, Yongsik, et al.
Published: (2024)
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models
by: Kim, Seungone, et al.
Published: (2023)
by: Kim, Seungone, et al.
Published: (2023)
Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams
by: Kim, Jiyeon, et al.
Published: (2026)
by: Kim, Jiyeon, et al.
Published: (2026)
Latent Action Pretraining from Videos
by: Ye, Seonghyeon, et al.
Published: (2024)
by: Ye, Seonghyeon, et al.
Published: (2024)
Synthetic Data Generation for Phrase Break Prediction with Large Language Model
by: Lee, Hoyeon, et al.
Published: (2025)
by: Lee, Hoyeon, et al.
Published: (2025)
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding
by: Kim, Suyoung, et al.
Published: (2024)
by: Kim, Suyoung, et al.
Published: (2024)
Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders
by: Kim, Jinseok, et al.
Published: (2024)
by: Kim, Jinseok, et al.
Published: (2024)
A Two-Step Approach for Data-Efficient French Pronunciation Learning
by: Lee, Hoyeon, et al.
Published: (2024)
by: Lee, Hoyeon, et al.
Published: (2024)
Quality-Aware Translation Tagging in Multilingual RAG system
by: Moon, Hoyeon, et al.
Published: (2025)
by: Moon, Hoyeon, et al.
Published: (2025)
RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step Retrieval
by: Oh, Minhae, et al.
Published: (2025)
by: Oh, Minhae, et al.
Published: (2025)
How Well Do Large Language Models Truly Ground?
by: Lee, Hyunji, et al.
Published: (2023)
by: Lee, Hyunji, et al.
Published: (2023)
In Their Own Words: Reasoning Traces Tailored for Small Models Make Them Better Reasoners
by: Kim, Jaehoon, et al.
Published: (2025)
by: Kim, Jaehoon, et al.
Published: (2025)
FREESON: Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS
by: Kim, Chaeeun, et al.
Published: (2025)
by: Kim, Chaeeun, et al.
Published: (2025)
RefineBench: Evaluating Refinement Capability of Language Models via Checklists
by: Lee, Young-Jun, et al.
Published: (2025)
by: Lee, Young-Jun, et al.
Published: (2025)
Sentence Representations via Gaussian Embedding
by: Yoda, Shohei, et al.
Published: (2023)
by: Yoda, Shohei, et al.
Published: (2023)
Similar Items
-
Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition
by: Kim, Jiyeon, et al.
Published: (2024) -
Characterizing Pattern Matching and Its Limits on Compositional Task Structures
by: Chang, Hoyeon, et al.
Published: (2025) -
Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards
by: Hwang, Hyeonbin, et al.
Published: (2024) -
Differential Information Distribution: A Bayesian Perspective on Direct Preference Optimization
by: Won, Yunjae, et al.
Published: (2025) -
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think
by: Lee, Seongyun, et al.
Published: (2025)