Efficient Sample-Specific Encoder Perturbations
Fuente:
arXiv
Saved in:
| Main Authors: | Fathullah, Yassir, Gales, Mark J. F. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Generalised Probabilistic Modelling and Improved Uncertainty Estimation in Comparative LLM-as-a-judge
by: Fathullah, Yassir, et al.
Published: (2025)
by: Fathullah, Yassir, et al.
Published: (2025)
Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models
by: Liusie, Adian, et al.
Published: (2024)
by: Liusie, Adian, et al.
Published: (2024)
Efficient LLM Comparative Assessment: a Product of Experts Framework for Pairwise Comparisons
by: Liusie, Adian, et al.
Published: (2024)
by: Liusie, Adian, et al.
Published: (2024)
Cross-Lingual Transfer Learning for Speech Translation
by: Ma, Rao, et al.
Published: (2024)
by: Ma, Rao, et al.
Published: (2024)
SkillAggregation: Reference-free LLM-Dependent Aggregation
by: Sun, Guangzhi, et al.
Published: (2024)
by: Sun, Guangzhi, et al.
Published: (2024)
Who can we trust? LLM-as-a-jury for Comparative Assessment
by: Qian, Mengjie, et al.
Published: (2026)
by: Qian, Mengjie, et al.
Published: (2026)
Polynomial Mixing for Efficient Self-supervised Speech Encoders
by: Feillet, Eva, et al.
Published: (2026)
by: Feillet, Eva, et al.
Published: (2026)
Towards End-to-End Spoken Grammatical Error Correction
by: Bannò, Stefano, et al.
Published: (2023)
by: Bannò, Stefano, et al.
Published: (2023)
TiME: Tiny Monolingual Encoders for Efficient NLP Pipelines
by: Schulmeister, David, et al.
Published: (2025)
by: Schulmeister, David, et al.
Published: (2025)
Learn and Don't Forget: Adding a New Language to ASR Foundation Models
by: Qian, Mengjie, et al.
Published: (2024)
by: Qian, Mengjie, et al.
Published: (2024)
End-to-End Spoken Grammatical Error Correction
by: Qian, Mengjie, et al.
Published: (2025)
by: Qian, Mengjie, et al.
Published: (2025)
Enhancing Domain-Specific Encoder Models with LLM-Generated Data: How to Leverage Ontologies, and How to Do Without Them
by: Brinner, Marc, et al.
Published: (2025)
by: Brinner, Marc, et al.
Published: (2025)
CVPD at QIAS 2025 Shared Task: An Efficient Encoder-Based Approach for Islamic Inheritance Reasoning
by: Bekhouche, Salah Eddine, et al.
Published: (2025)
by: Bekhouche, Salah Eddine, et al.
Published: (2025)
Large Language Models in Fire Engineering: An Examination of Technical Questions Against Domain Knowledge
by: Hostetter, Haley, et al.
Published: (2024)
by: Hostetter, Haley, et al.
Published: (2024)
On Affine Homotopy between Language Encoders
by: Chan, Robin SM, et al.
Published: (2024)
by: Chan, Robin SM, et al.
Published: (2024)
ENTP: Encoder-only Next Token Prediction
by: Ewer, Ethan, et al.
Published: (2024)
by: Ewer, Ethan, et al.
Published: (2024)
MagicPIG: LSH Sampling for Efficient LLM Generation
by: Chen, Zhuoming, et al.
Published: (2024)
by: Chen, Zhuoming, et al.
Published: (2024)
Cascade Reward Sampling for Efficient Decoding-Time Alignment
by: Li, Bolian, et al.
Published: (2024)
by: Li, Bolian, et al.
Published: (2024)
Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners
by: Pham, Hung Manh, et al.
Published: (2024)
by: Pham, Hung Manh, et al.
Published: (2024)
Causal Reasoning Favors Encoders: On The Limits of Decoder-Only Models
by: Roy, Amartya, et al.
Published: (2025)
by: Roy, Amartya, et al.
Published: (2025)
MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining
by: Portes, Jacob, et al.
Published: (2023)
by: Portes, Jacob, et al.
Published: (2023)
Efficient Alignment of Large Language Models via Data Sampling
by: Khera, Amrit, et al.
Published: (2024)
by: Khera, Amrit, et al.
Published: (2024)
SIEVE: Sample-Efficient Parametric Learning from Natural Language
by: Asawa, Parth, et al.
Published: (2026)
by: Asawa, Parth, et al.
Published: (2026)
Adapting Decoder-Based Language Models for Diverse Encoder Downstream Tasks
by: Suganthan, Paul, et al.
Published: (2025)
by: Suganthan, Paul, et al.
Published: (2025)
Exploring Task Performance with Interpretable Models via Sparse Auto-Encoders
by: Wang, Shun, et al.
Published: (2025)
by: Wang, Shun, et al.
Published: (2025)
ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution
by: Lange, Robert Tjarko, et al.
Published: (2025)
by: Lange, Robert Tjarko, et al.
Published: (2025)
Reliability-Aware Adaptive Self-Consistency for Efficient Sampling in LLM Reasoning
by: Kim, Junseok, et al.
Published: (2026)
by: Kim, Junseok, et al.
Published: (2026)
Single Character Perturbations Break LLM Alignment
by: Lin, Leon, et al.
Published: (2024)
by: Lin, Leon, et al.
Published: (2024)
Consolidating Rewarded Perturbations for LLM Post-Training
by: Zhang, Zheyu, et al.
Published: (2026)
by: Zhang, Zheyu, et al.
Published: (2026)
FlashSampling: Fast and Memory-Efficient Exact Sampling
by: Ruiz, Tomas, et al.
Published: (2026)
by: Ruiz, Tomas, et al.
Published: (2026)
Dynamic Adaptation of LoRA Fine-Tuning for Efficient and Task-Specific Optimization of Large Language Models
by: Liao, Xiaoxuan, et al.
Published: (2025)
by: Liao, Xiaoxuan, et al.
Published: (2025)
STEP: Scientific Time-Series Encoder Pretraining via Cross-Domain Distillation
by: Zhang, Chen, et al.
Published: (2026)
by: Zhang, Chen, et al.
Published: (2026)
Learning Multiplex Representations on Text-Attributed Graphs with One Language Model Encoder
by: Jin, Bowen, et al.
Published: (2023)
by: Jin, Bowen, et al.
Published: (2023)
Encoder-Free Knowledge-Graph Reasoning with LLMs via Hyperdimensional Path Retrieval
by: Liu, Yezi, et al.
Published: (2025)
by: Liu, Yezi, et al.
Published: (2025)
Encoder-Decoder Gemma: Improving the Quality-Efficiency Trade-Off via Adaptation
by: Zhang, Biao, et al.
Published: (2025)
by: Zhang, Biao, et al.
Published: (2025)
Language Models as Hierarchy Encoders
by: He, Yuan, et al.
Published: (2024)
by: He, Yuan, et al.
Published: (2024)
Sample-Efficient Alignment for LLMs
by: Liu, Zichen, et al.
Published: (2024)
by: Liu, Zichen, et al.
Published: (2024)
Prompt Perturbation Consistency Learning for Robust Language Models
by: Qiang, Yao, et al.
Published: (2024)
by: Qiang, Yao, et al.
Published: (2024)
Perturbed examples reveal invariances shared by language models
by: Rawal, Ruchit, et al.
Published: (2023)
by: Rawal, Ruchit, et al.
Published: (2023)
nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder
by: Kuznetsov, Maksim, et al.
Published: (2024)
by: Kuznetsov, Maksim, et al.
Published: (2024)
Similar Items
-
Generalised Probabilistic Modelling and Improved Uncertainty Estimation in Comparative LLM-as-a-judge
by: Fathullah, Yassir, et al.
Published: (2025) -
Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models
by: Liusie, Adian, et al.
Published: (2024) -
Efficient LLM Comparative Assessment: a Product of Experts Framework for Pairwise Comparisons
by: Liusie, Adian, et al.
Published: (2024) -
Cross-Lingual Transfer Learning for Speech Translation
by: Ma, Rao, et al.
Published: (2024) -
SkillAggregation: Reference-free LLM-Dependent Aggregation
by: Sun, Guangzhi, et al.
Published: (2024)