No-Worse Context-Aware Decoding: Preventing Neutral Regression in Context-Conditioned Generation
Fuente:
arXiv
Guardado en:
| Autores principales: | Tao, Yufei, Agrawal, Ameeta |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
CAPO: Confidence Aware Preference Optimization Learning for Multilingual Preferences
por: Pokharel, Rhitabrat, et al.
Publicado: (2025)
por: Pokharel, Rhitabrat, et al.
Publicado: (2025)
When Context Leads but Parametric Memory Follows in Large Language Models
por: Tao, Yufei, et al.
Publicado: (2024)
por: Tao, Yufei, et al.
Publicado: (2024)
"Lost-in-the-Later": Framework for Quantifying Contextual Grounding in Large Language Models
por: Tao, Yufei, et al.
Publicado: (2025)
por: Tao, Yufei, et al.
Publicado: (2025)
MTQ-Eval: Multilingual Text Quality Evaluation for Language Models
por: Pokharel, Rhitabrat, et al.
Publicado: (2025)
por: Pokharel, Rhitabrat, et al.
Publicado: (2025)
Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization
por: Olabisi, Olubusayo, et al.
Publicado: (2024)
por: Olabisi, Olubusayo, et al.
Publicado: (2024)
Pipelined Decoder for Efficient Context-Aware Text Generation
por: Huang, Zixian, et al.
Publicado: (2025)
por: Huang, Zixian, et al.
Publicado: (2025)
Cross-Lingual Activation Steering for Multilingual Language Models
por: Pokharel, Rhitabrat, et al.
Publicado: (2026)
por: Pokharel, Rhitabrat, et al.
Publicado: (2026)
From Policy to Logic for Efficient and Interpretable Coverage Assessment
por: Pokharel, Rhitabrat, et al.
Publicado: (2026)
por: Pokharel, Rhitabrat, et al.
Publicado: (2026)
Fair Summarization: Bridging Quality and Diversity in Extractive Summaries
por: Nezhad, Sina Bagheri, et al.
Publicado: (2024)
por: Nezhad, Sina Bagheri, et al.
Publicado: (2024)
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models
por: Nezhad, Sina Bagheri, et al.
Publicado: (2024)
por: Nezhad, Sina Bagheri, et al.
Publicado: (2024)
Mitigation of Gender and Ethnicity Bias in AI-Generated Stories through Model Explanations
por: Dimgba, Martha O., et al.
Publicado: (2025)
por: Dimgba, Martha O., et al.
Publicado: (2025)
Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective
por: Han, Seungwook, et al.
Publicado: (2024)
por: Han, Seungwook, et al.
Publicado: (2024)
Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness
por: Bi, Baolong, et al.
Publicado: (2024)
por: Bi, Baolong, et al.
Publicado: (2024)
Steering Multimodal Large Language Models Decoding for Context-Aware Safety
por: Liu, Zheyuan, et al.
Publicado: (2025)
por: Liu, Zheyuan, et al.
Publicado: (2025)
Parallel Context-of-Experts Decoding for Retrieval Augmented Generation
por: Corallo, Giulio, et al.
Publicado: (2026)
por: Corallo, Giulio, et al.
Publicado: (2026)
Explain-then-Process: Using Grammar Prompting to Enhance Grammatical Acceptability Judgments
por: Scheinberg, Russell, et al.
Publicado: (2025)
por: Scheinberg, Russell, et al.
Publicado: (2025)
Correct-Detect: Balancing Performance and Ambiguity Through the Lens of Coreference Resolution in LLMs
por: Shore, Amber, et al.
Publicado: (2025)
por: Shore, Amber, et al.
Publicado: (2025)
The Impact of Model Scaling on Seen and Unseen Language Performance
por: Pokharel, Rhitabrat, et al.
Publicado: (2025)
por: Pokharel, Rhitabrat, et al.
Publicado: (2025)
Sentinel: Decoding Context Utilization via Attention Probing for Efficient LLM Context Compression
por: Zhang, Yong, et al.
Publicado: (2025)
por: Zhang, Yong, et al.
Publicado: (2025)
Making a Long Story Short in Conversation Modeling
por: Tao, Yufei, et al.
Publicado: (2024)
por: Tao, Yufei, et al.
Publicado: (2024)
Context Memorization for Efficient Long Context Generation
por: Okoshi, Yasuyuki, et al.
Publicado: (2026)
por: Okoshi, Yasuyuki, et al.
Publicado: (2026)
From General to Targeted Rewards: Surpassing GPT-4 in Open-Ended Long-Context Generation
por: Guo, Zhihan, et al.
Publicado: (2025)
por: Guo, Zhihan, et al.
Publicado: (2025)
In Context Learning and Reasoning for Symbolic Regression with Large Language Models
por: Sharlin, Samiha, et al.
Publicado: (2024)
por: Sharlin, Samiha, et al.
Publicado: (2024)
LycheeDecode: Accelerating Long-Context LLM Inference via Hybrid-Head Sparse Decoding
por: Lin, Gang, et al.
Publicado: (2026)
por: Lin, Gang, et al.
Publicado: (2026)
Breaking the Static Graph: Context-Aware Traversal for Robust Retrieval-Augmented Generation
por: Lau, Kwun Hang, et al.
Publicado: (2026)
por: Lau, Kwun Hang, et al.
Publicado: (2026)
BERTs are Generative In-Context Learners
por: Samuel, David
Publicado: (2024)
por: Samuel, David
Publicado: (2024)
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation
por: Wang, Zihao, et al.
Publicado: (2024)
por: Wang, Zihao, et al.
Publicado: (2024)
Context Engineering 2.0: The Context of Context Engineering
por: Hua, Qishuo, et al.
Publicado: (2025)
por: Hua, Qishuo, et al.
Publicado: (2025)
Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding
por: Xiang, Yanzheng, et al.
Publicado: (2026)
por: Xiang, Yanzheng, et al.
Publicado: (2026)
Mitigating Context-Memory Conflicts in LLMs through Dynamic Cognitive Reconciliation Decoding
por: Zhou, Yigeng, et al.
Publicado: (2026)
por: Zhou, Yigeng, et al.
Publicado: (2026)
When and Where Did it Happen? An Encoder-Decoder Model to Identify Scenario Context
por: Noriega-Atala, Enrique, et al.
Publicado: (2024)
por: Noriega-Atala, Enrique, et al.
Publicado: (2024)
OWL: Overcoming Window Length-Dependence in Speculative Decoding for Long-Context Inputs
por: Lee, Jaeseong, et al.
Publicado: (2025)
por: Lee, Jaeseong, et al.
Publicado: (2025)
AlphaContext: An Evolutionary Tree-based Psychometric Context Generator for Creativity Assessment
por: Wang, Yixuan, et al.
Publicado: (2026)
por: Wang, Yixuan, et al.
Publicado: (2026)
Context-Aware Content Moderation for German Newspaper Comments
por: Krejca, Felix, et al.
Publicado: (2025)
por: Krejca, Felix, et al.
Publicado: (2025)
Context-Aware Pragmatic Metacognitive Prompting for Sarcasm Detection
por: Iskandardinata, Michael, et al.
Publicado: (2025)
por: Iskandardinata, Michael, et al.
Publicado: (2025)
Training Text-to-Molecule Models with Context-Aware Tokenization
por: Kim, Seojin, et al.
Publicado: (2025)
por: Kim, Seojin, et al.
Publicado: (2025)
Condition-Gated Reasoning for Context-Dependent Biomedical Question Answering
por: Parekh, Jash Rajesh, et al.
Publicado: (2026)
por: Parekh, Jash Rajesh, et al.
Publicado: (2026)
Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts?
por: Tan, Hexiang, et al.
Publicado: (2024)
por: Tan, Hexiang, et al.
Publicado: (2024)
IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons
por: Shi, Dan, et al.
Publicado: (2024)
por: Shi, Dan, et al.
Publicado: (2024)
Long-Context Generalization with Sparse Attention
por: Vasylenko, Pavlo, et al.
Publicado: (2025)
por: Vasylenko, Pavlo, et al.
Publicado: (2025)
Ejemplares similares
-
CAPO: Confidence Aware Preference Optimization Learning for Multilingual Preferences
por: Pokharel, Rhitabrat, et al.
Publicado: (2025) -
When Context Leads but Parametric Memory Follows in Large Language Models
por: Tao, Yufei, et al.
Publicado: (2024) -
"Lost-in-the-Later": Framework for Quantifying Contextual Grounding in Large Language Models
por: Tao, Yufei, et al.
Publicado: (2025) -
MTQ-Eval: Multilingual Text Quality Evaluation for Language Models
por: Pokharel, Rhitabrat, et al.
Publicado: (2025) -
Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization
por: Olabisi, Olubusayo, et al.
Publicado: (2024)