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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

Enhancing Image-to-Text Generation in Radiology Reports through Cross-modal Multi-Task Learning COLING 2024
Ice and Fire: Dataset on Sentiment, Emotions, Toxicity, Sarcasm, Hate speech, Sympathy and More in Icelandic Blog Comments COLING 2024
Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models ACL 2024
Figuratively Speaking: Authorship Attribution via Multi-Task Figurative Language Modeling ACL 2024
Enhanced Facet Generation with LLM Editing COLING 2024
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024
FAME: Towards Factual Multi-Task Model Editing EMNLP 2024
A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis ACL 2024
DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond ACL 2024
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes SEMEVAL 2024
PWEITINLP at SemEval-2024 Task 3: Two Step Emotion Cause Analysis SEMEVAL 2024
MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ACL 2024
CodeM: Less Data Yields More Versatility via Ability Matrix ACL 2024
AlexUNLP-BH at StanceEval2024: Multiple Contrastive Losses Ensemble Strategy with Multi-Task Learning For Stance Detection in Arabic ACL 2024
Universal Segmentation at Arbitrary Granularity with Language Instruction CVPR 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024
PICT at StanceEval2024: Stance Detection in Arabic using Ensemble of Large Language Models ACL 2024
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024
Emo-Gen BART - A Multitask Emotion-Informed Dialogue Generation Framework EACL 2024
A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives CVPR 2024
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ACL 2024
Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts ACL 2024
Overview of Shared Task on Multitask Meme Classification - Unraveling Misogynistic and Trolls in Online Memes EACL 2024
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements WACV 2024