multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

KINLP at SemEval-2023 Task 12: Kinyarwanda Tweet Sentiment Analysis ACL 2023

Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023

Auxiliary Learning as an Asymmetric Bargaining Game ICML 2023

A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations ACL 2023

Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning ICML 2023

Pay More Attention to Relation Exploration for Knowledge Base Question Answering ACL 2023

Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding ACL 2023

Multi-Task Differential Privacy Under Distribution Skew ICML 2023

Visually Grounded Continual Language Learning with Selective Specialization EMNLP 2023

MyoDex: A Generalizable Prior for Dexterous Manipulation ICML 2023

Elaboration-Generating Commonsense Question Answering at Scale ACL 2023

DH-FBK at SemEval-2023 Task 10: Multi-Task Learning with Classifier Ensemble Agreement for Sexism Detection ACL 2023

PingAnLifeInsurance at SemEval-2023 Task 10: Using Multi-Task Learning to Better Detect Online Sexism ACL 2023

Unified Demonstration Retriever for In-Context Learning ACL 2023

SAB at SemEval-2023 Task 2: Does Linguistic Information Aid in Named Entity Recognition? SEMEVAL 2023

DCCRN-KWS: An Audio Bias Based Model for Noise Robust Small-Footprint Keyword Spotting INTERSPEECH 2023

Chain-of-Skills: A Configurable Model for Open-Domain Question Answering ACL 2023

ResearchTeam_HCN at SemEval-2023 Task 6: A knowledge enhanced transformers based legal NLP system ACL 2023

CCSRD: Content-Centric Speech Representation Disentanglement Learning for End-to-End Speech Translation EMNLP 2023

Hitachi at SemEval-2023 Task 3: Exploring Cross-lingual Multi-task Strategies for Genre and Framing Detection in Online News SEMEVAL 2023

HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks ACL 2023

Few Shot Rationale Generation using Self-Training with Dual Teachers ACL 2023

iLab at SemEval-2023 Task 11 Le-Wi-Di: Modelling Disagreement or Modelling Perspectives? SEMEVAL 2023

Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations ACL 2023

Distractor Generation based on Text2Text Language Models with Pseudo Kullback-Leibler Divergence Regulation ACL 2023