conftrace_

task vector

25 papers

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Co-occurring keywords

model merging (234) large language model (13587) in-context learning (1405) transfer learning (5449) language model (4599) machine unlearning (290) representation learning (6206) model compression (3302) gradient ascent (51) attention head (146)

Papers

One Task Vector is not Enough: A Large-Scale Study for In-Context Learning ACL 2026
On the Additive Compositionality of Task Vectors in Vision–Language Models EACL 2026
GLOBA: Rethinking Parameter Conflicts in Model Merging AAAI 2026
Where and What Matters: Sensitivity-Aware Task Vectors for Many-Shot Multimodal In-Context Learning AAAI 2026
VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation ACL 2026
Behavior Knowledge Merge in Reinforced Agentic Models ACL 2026
GIL-IIMAS UNAM at SemEval-2025 Task 4: LA-Min(E): LLM Unlearning Approaches Under Function Minimizing Evaluation Constraints ACL 2025
Steering off Course: Reliability Challenges in Steering Language Models ACL 2025
Composable Cross-prompt Essay Scoring by Merging Models EMNLP 2025
LoRE-Merging: Exploring Low-Rank Estimation For Large Language Model Merging EMNLP 2025
Task Singular Vectors: Reducing Task Interference in Model Merging CVPR 2025
Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs EMNLP 2025
Learning Task Representations from In-Context Learning ACL 2025
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge EMNLP 2025
Less is More: Efficient Model Merging with Binary Task Switch CVPR 2025
Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer ACL 2025
GIL-IIMAS UNAM at SemEval-2025 Task 4: LA-Min(E): LLM Unlearning Approaches Under Function Minimizing Evaluation Constraints SEMEVAL 2025
Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning ACL 2025
Can Machine Unlearning Reduce Social Bias in Language Models? EMNLP 2024
Whisper Multilingual Downstream Task Tuning Using Task Vectors INTERSPEECH 2024
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning NIPS 2024
Emotion Arithmetic: Emotional Speech Synthesis via Weight Space Interpolation INTERSPEECH 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling NIPS 2024
Merge to Learn: Efficiently Adding Skills to Language Models with Model Merging EMNLP 2024
In-Context Learning Creates Task Vectors EMNLP 2023