conftrace_

multi-task model

11 papers

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Co-occurring keywords

multi-task learning (2575) model merging (234) large language model (13587) task-specific model (9) multitask learning (352) modular knowledge (1) task-specific knowledge (3) dynamic integration (1) knowledge compression (3) information seeking (34)

Papers

Why Do More Experts Fail? A Theoretical Analysis of Model Merging ACL 2026
To See a World in a Spark of Neuron: Disentangling Multi-Task Interference for Training-Free Model Merging EMNLP 2025
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging ACL 2025
Cost-Efficient Subjective Task Annotation and Modeling through Few-Shot Annotator Adaptation EMNLP 2024
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging NIPS 2024
Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties AAAI 2024
IOL Research’s Submission for WMT 2023 Quality Estimation Shared Task EMNLP 2023
SAB at SemEval-2023 Task 2: Does Linguistic Information Aid in Named Entity Recognition? ACL 2023
Multi-Speaker Video Dialog with Frame-Level Temporal Localization AAAI 2020
Information Seeking in the Spirit of Learning: A Dataset for Conversational Curiosity EMNLP 2020
Korean Morphological Analysis with Tied Sequence-to-Sequence Multi-Task Model EMNLP 2019