TSDS: Data Selection for Task-Specific Model Finetuning
Fuente:
arXiv
Guardado en:
| Autores principales: | Liu, Zifan, Karbasi, Amin, Rekatsinas, Theodoros |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
lmfaoooo at SemEval-2026 Task 1: Humor Is an Audience. Preference Modeling for Constrained Humor Generation
por: Tikhonov, Alexey, et al.
Publicado: (2026)
por: Tikhonov, Alexey, et al.
Publicado: (2026)
CLMN: Concept based Language Models via Neural Symbolic Reasoning
por: Yang, Yibo
Publicado: (2025)
por: Yang, Yibo
Publicado: (2025)
Learning What Matters: Probabilistic Task Selection via Mutual Information for Model Finetuning
por: Chanda, Prateek, et al.
Publicado: (2025)
por: Chanda, Prateek, et al.
Publicado: (2025)
No Memorization, No Detection: Output Distribution-Based Contamination Detection in Small Language Models
por: Sela, Omer
Publicado: (2026)
por: Sela, Omer
Publicado: (2026)
AIPsy-Affect: A Keyword-Free Clinical Stimulus Battery for Mechanistic Interpretability of Emotion in Language Models
por: Keeman, Michael
Publicado: (2026)
por: Keeman, Michael
Publicado: (2026)
Towards Ontology-Enhanced Representation Learning for Large Language Models
por: Ronzano, Francesco, et al.
Publicado: (2024)
por: Ronzano, Francesco, et al.
Publicado: (2024)
Multi-Model Synthetic Training for Mission-Critical Small Language Models
por: Platt, Nolan, et al.
Publicado: (2025)
por: Platt, Nolan, et al.
Publicado: (2025)
Product-of-Experts Training Reduces Dataset Artifacts in Natural Language Inference
por: Mathew, Aby Mammen
Publicado: (2026)
por: Mathew, Aby Mammen
Publicado: (2026)
Communicative Agents for Slideshow Storytelling Video Generation based on LLMs
por: Fan, Jingxing, et al.
Publicado: (2025)
por: Fan, Jingxing, et al.
Publicado: (2025)
From Noise to Diversity: Random Embedding Injection in LLM Reasoning
por: Kim, Heejun, et al.
Publicado: (2026)
por: Kim, Heejun, et al.
Publicado: (2026)
Morphological Synthesizer for Ge'ez Language: Addressing Morphological Complexity and Resource Limitations
por: Gebremariam, Gebrearegawi, et al.
Publicado: (2025)
por: Gebremariam, Gebrearegawi, et al.
Publicado: (2025)
Improving Commonsense Bias Classification by Mitigating the Influence of Demographic Terms
por: Lee, JinKyu, et al.
Publicado: (2024)
por: Lee, JinKyu, et al.
Publicado: (2024)
Causally Grounded Mechanistic Interpretability for LLMs with Faithful Natural-Language Explanations
por: Mahale, Ajay Pravin
Publicado: (2026)
por: Mahale, Ajay Pravin
Publicado: (2026)
Word Overuse and Alignment in Large Language Models: The Influence of Learning from Human Feedback
por: Juzek, Tom S., et al.
Publicado: (2025)
por: Juzek, Tom S., et al.
Publicado: (2025)
Epidemic Information Extraction for Event-Based Surveillance using Large Language Models
por: Consoli, Sergio, et al.
Publicado: (2024)
por: Consoli, Sergio, et al.
Publicado: (2024)
Manipulating Transformer-Based Models: Controllability, Steerability, and Robust Interventions
por: Alpay, Faruk, et al.
Publicado: (2025)
por: Alpay, Faruk, et al.
Publicado: (2025)
Harnessing non-adversarial robustness in large language models
por: Zhou, Qinghua, et al.
Publicado: (2026)
por: Zhou, Qinghua, et al.
Publicado: (2026)
An Automatic Text Classification Method Based on Hierarchical Taxonomies, Neural Networks and Document Embedding: The NETHIC Tool
por: Lomasto, Luigi, et al.
Publicado: (2026)
por: Lomasto, Luigi, et al.
Publicado: (2026)
A Confidence-Diversity Framework for Calibrating AI Judgement in Accessible Qualitative Coding Tasks
por: Zhao, Zhilong, et al.
Publicado: (2025)
por: Zhao, Zhilong, et al.
Publicado: (2025)
Tool-Genesis: A Task-Driven Tool Creation Benchmark for Self-Evolving Language Agent
por: Xia, Bowei, et al.
Publicado: (2026)
por: Xia, Bowei, et al.
Publicado: (2026)
Hybrid Gated Flow (HGF): Stabilizing 1.58-bit LLMs via Selective Low-Rank Correction
por: Pizzo, David Alejandro Trejo
Publicado: (2026)
por: Pizzo, David Alejandro Trejo
Publicado: (2026)
Fine-tuning of Large Language Models for Constituency Parsing Using a Sequence to Sequence Approach
por: Delgado, Francisco Jose Cortes, et al.
Publicado: (2025)
por: Delgado, Francisco Jose Cortes, et al.
Publicado: (2025)
How Human-Like Are Large Language Models? A Register-Aware Linguistic Evaluation Framework
por: Nieth, Björn, et al.
Publicado: (2026)
por: Nieth, Björn, et al.
Publicado: (2026)
Do Reasoning Models Enhance Embedding Models?
por: Chan, Wun Yu, et al.
Publicado: (2026)
por: Chan, Wun Yu, et al.
Publicado: (2026)
Constitution or Collapse? Exploring Constitutional AI with Llama 3-8B
por: Zhang, Xue
Publicado: (2025)
por: Zhang, Xue
Publicado: (2025)
How much do LLMs learn from negative examples?
por: Hamdan, Shadi, et al.
Publicado: (2025)
por: Hamdan, Shadi, et al.
Publicado: (2025)
NOTAI.AI: Explainable Detection of Machine-Generated Text via Curvature and Feature Attribution
por: Breneur, Oleksandr Marchenko, et al.
Publicado: (2026)
por: Breneur, Oleksandr Marchenko, et al.
Publicado: (2026)
Rethinking the Multilingual Reasoning Gap with Layer Swap
por: Lasbordes, Maxence, et al.
Publicado: (2026)
por: Lasbordes, Maxence, et al.
Publicado: (2026)
Unpacking Hateful Memes: Presupposed Context and False Claims
por: Cai, Weibin, et al.
Publicado: (2025)
por: Cai, Weibin, et al.
Publicado: (2025)
ProbeScale: Probing Analysis to Optimize Neural Scaling Laws for Efficient Small Language Model Inference
por: Das, Sourav
Publicado: (2026)
por: Das, Sourav
Publicado: (2026)
The Geometry of Persona: Disentangling Personality from Reasoning in Large Language Models
por: Wang, Zhixiang
Publicado: (2025)
por: Wang, Zhixiang
Publicado: (2025)
How Pruning Reshapes Features: Sparse Autoencoder Analysis of Weight-Pruned Language Models
por: Borobia, Hector, et al.
Publicado: (2026)
por: Borobia, Hector, et al.
Publicado: (2026)
NeuroState-Bench: A Human-Calibrated Benchmark for Commitment Integrity in LLM Agent Profiles
por: Jia, Xiao
Publicado: (2026)
por: Jia, Xiao
Publicado: (2026)
IFMTBench: A Comprehensive Benchmark for Multilingual Translation Instruction Following
por: Sun, Mingrui, et al.
Publicado: (2026)
por: Sun, Mingrui, et al.
Publicado: (2026)
Doğal Dil İşlemede Tokenizasyon Standartları ve Ölçümü: Türkçe Üzerinden Büyük Dil Modellerinin Karşılaştırmalı Analizi
por: Bayram, M. Ali, et al.
Publicado: (2025)
por: Bayram, M. Ali, et al.
Publicado: (2025)
Büyük Dil Modelleri için TR-MMLU Benchmarkı: Performans Değerlendirmesi, Zorluklar ve İyileştirme Fırsatları
por: Bayram, M. Ali, et al.
Publicado: (2025)
por: Bayram, M. Ali, et al.
Publicado: (2025)
Targeted Lexical Injection: Unlocking Latent Cross-Lingual Alignment in Lugha-Llama via Early-Layer LoRA Fine-Tuning
por: Ngugi, Stanley
Publicado: (2025)
por: Ngugi, Stanley
Publicado: (2025)
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective
por: Chen, Yihong, et al.
Publicado: (2022)
por: Chen, Yihong, et al.
Publicado: (2022)
mHC-SSM: Manifold-Constrained Hyper-Connections for State Space Language Models with Stream-Specialized Adapters
por: Mutlu, Abdulvahap, et al.
Publicado: (2026)
por: Mutlu, Abdulvahap, et al.
Publicado: (2026)
Unsolvability Ceiling in Multi-LLM Routing: An Empirical Study of Evaluation Artifacts
por: Garg, Saloni, et al.
Publicado: (2026)
por: Garg, Saloni, et al.
Publicado: (2026)
Ejemplares similares
-
lmfaoooo at SemEval-2026 Task 1: Humor Is an Audience. Preference Modeling for Constrained Humor Generation
por: Tikhonov, Alexey, et al.
Publicado: (2026) -
CLMN: Concept based Language Models via Neural Symbolic Reasoning
por: Yang, Yibo
Publicado: (2025) -
Learning What Matters: Probabilistic Task Selection via Mutual Information for Model Finetuning
por: Chanda, Prateek, et al.
Publicado: (2025) -
No Memorization, No Detection: Output Distribution-Based Contamination Detection in Small Language Models
por: Sela, Omer
Publicado: (2026) -
AIPsy-Affect: A Keyword-Free Clinical Stimulus Battery for Mechanistic Interpretability of Emotion in Language Models
por: Keeman, Michael
Publicado: (2026)