Multi-Task Learning

ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning NeurIPS 2023 Friend-training: Learning from Models of Different but Related Tasks EACL 2023 From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023 Gap Minimization for Knowledge Sharing and Transfer JMLR 2023 GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks ICML 2023 Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition ACL 2023 Grape Cold Hardiness Prediction via Multi-Task Learning AAAI 2023 Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling NeurIPS 2023 GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language Models EMNLP 2023 HiClass: a Python Library for Local Hierarchical Classification Compatible with Scikit-learn JMLR 2023 Hierarchical Fusion for Online Multimodal Dialog Act Classification EMNLP 2023 HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution EMNLP 2023 Improved Bounds for Multi-task Learning with Trace Norm Regularization COLT 2023 Improving Bi-level Optimization Based Methods with Inspiration from Humans’ Classroom Study Techniques ICML 2023 Improving Dialogue Discourse Parsing via Reply-to Structures of Addressee Recognition EMNLP 2023 Improving generalization in large langue model by learning prefix subspaces EMNLP 2023 Improving Gradient Trade-offs between Tasks in Multi-task Text Classification ACL 2023 Improving Seq2Seq Grammatical Error Correction via Decoding Interventions EMNLP 2023 Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data Interspeech 2023 Incorporating Factuality Inference to Identify Document-level Event Factuality ACL 2023 Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs EMNLP 2023 Ingredient-Oriented Multi-Degradation Learning for Image Restoration CVPR 2023 Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification EMNLP 2023 InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators EMNLP 2023 Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis ACL 2023