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

MedINST: Meta Dataset of Biomedical Instructions EMNLP 2024

Stars Are All You Need: A Distantly Supervised Pyramid Network for Unified Sentiment Analysis EACL 2024

Figuratively Speaking: Authorship Attribution via Multi-Task Figurative Language Modeling ACL 2024

Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models ACL 2024

Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond ACL 2024

XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX NIPS 2024

Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024

A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis ACL 2024

MultiLS: An End-to-End Lexical Simplification Framework EMNLP 2024

DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024

Beyond Text: Leveraging Multi-Task Learning and Cognitive Appraisal Theory for Post-Purchase Intention Analysis ACL 2024

How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024

ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024

Dual-Stage Multi-Task Syntax-Oriented Pre-Training for Syntactically Controlled Paraphrase Generation ACL 2024

ViHateT5: Enhancing Hate Speech Detection in Vietnamese With a Unified Text-to-Text Transformer Model ACL 2024

M2ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective Optimization INTERSPEECH 2024

PERSONA: an application for emotion recognition, gender recognition and age estimation INTERSPEECH 2024

Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech INTERSPEECH 2024

Identifying Selections for Unsupervised Subtask Discovery NIPS 2024

3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding ACL 2024

UniCoder: Scaling Code Large Language Model via Universal Code ACL 2024

MetaKP: On-Demand Keyphrase Generation EMNLP 2024

DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness SEMEVAL 2024

EDM3: Event Detection as Multi-task Text Generation NAACL 2024

DUTh at SemEval 2024 Task 5: A multi-task learning approach for the Legal Argument Reasoning Task in Civil Procedure SEMEVAL 2024