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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Multi-Task Knowledge Distillation with Embedding Constraints for Scholarly Keyphrase Boundary Classification EMNLP 2023
TaskExpert: Dynamically Assembling Multi-Task Representations with Memorial Mixture-of-Experts ICCV 2023
Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction AAAI 2023
Online Continual Learning on Hierarchical Label Expansion ICCV 2023
Promoting Gender Equality through Gender-biased Language Analysis in Social Media IJCAI 2023
Multi-Task Learning via Time-Aware Neural ODE IJCAI 2023
Improving Bi-level Optimization Based Methods with Inspiration from Humans’ Classroom Study Techniques ICML 2023
Universal Morphology Control via Contextual Modulation ICML 2023
Auxiliary Learning as an Asymmetric Bargaining Game ICML 2023
PGFed: Personalize Each Client's Global Objective for Federated Learning ICCV 2023
Everyone’s Preference Changes Differently: A Weighted Multi-Interest Model For Retrieval ICML 2023
Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture IJCAI 2023
Unified Modeling of Multi-Talker Overlapped Speech Recognition and Diarization with a Sidecar Separator INTERSPEECH 2023
A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detection EMNLP 2023
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations EMNLP 2023
Easy-to-Hard Learning for Information Extraction ACL 2023
Understanding Differential Search Index for Text Retrieval ACL 2023
Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ACL 2023
StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints ACL 2023
Dialogue State Tracking with Sparse Local Slot Attention ACL 2023
Task-aware Retrieval with Instructions ACL 2023
One Embedder, Any Task: Instruction-Finetuned Text Embeddings ACL 2023
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks ICML 2023