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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

IOL Research’s Submission for WMT 2023 Quality Estimation Shared Task EMNLP 2023
Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 2023
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction AAAI 2023
Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning ACL 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
HITSZQ at SemEval-2023 Task 10: Category-aware Sexism Detection Model with Self-training Strategy ACL 2023
Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023
RSM-NLP at BLP-2023 Task 2: Bangla Sentiment Analysis using Weighted and Majority Voted Fine-Tuned Transformers EMNLP 2023
Dialogue State Tracking with Sparse Local Slot Attention ACL 2023
MOSLight: A Lightweight Data-Efficient System for Non-Intrusive Speech Quality Assessment INTERSPEECH 2023
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ACL 2023
Exploring multi-task learning and data augmentation in dementia detection with self-supervised pretrained models INTERSPEECH 2023
UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic EMNLP 2023
StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints ACL 2023
Raphael at ArAIEval Shared Task: Understanding Persuasive Language and Tone, an LLM Approach EMNLP 2023
Multi-task Hierarchical Adversarial Inverse Reinforcement Learning ICML 2023
Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition ACL 2023
Understanding Differential Search Index for Text Retrieval ACL 2023
One Embedder, Any Task: Instruction-Finetuned Text Embeddings ACL 2023
Enhancing ESG Impact Type Identification through Early Fusion and Multilingual Models IJCNLP 2023
Task-aware Retrieval with Instructions ACL 2023
DialectNLU at NADI 2023 Shared Task: Transformer Based Multitask Approach Jointly Integrating Dialect and Machine Translation Tasks in Arabic EMNLP 2023
Estimating Causal Effects using a Multi-task Deep Ensemble ICML 2023
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023
Easy-to-Hard Learning for Information Extraction ACL 2023