Multi-Task Learning

PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets AAAI 2023 Raphael at ArAIEval Shared Task: Understanding Persuasive Language and Tone, an LLM Approach EMNLP 2023 Reconciling Object-Level and Global-Level Objectives for Long-Tail Detection ICCV 2023 Reinforcement Learning with History Dependent Dynamic Contexts ICML 2023 Relax, it doesn’t matter how you get there: A new self-supervised approach for multi-timescale behavior analysis NeurIPS 2023 RepMode: Learning to Re-Parameterize Diverse Experts for Subcellular Structure Prediction CVPR 2023 ResearchTeam_HCN at SemEval-2023 Task 6: A knowledge enhanced transformers based legal NLP system SemEval 2023 Rethinking and Improving Multi-task Learning for End-to-end Speech Translation EMNLP 2023 Revisiting Scalarization in Multi-Task Learning: A Theoretical Perspective NeurIPS 2023 Robust Temporal Smoothness in Multi-Task Learning AAAI 2023 RSM-NLP at BLP-2023 Task 2: Bangla Sentiment Analysis using Weighted and Majority Voted Fine-Tuned Transformers EMNLP 2023 Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture IJCAI 2023 SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition ACL 2023 ScaleDet: A Scalable Multi-Dataset Object Detector CVPR 2023 SciRepEval: A Multi-Format Benchmark for Scientific Document Representations EMNLP 2023 Score It All Together: A Multi-Task Learning Study on Automatic Scoring of Argumentative Essays ACL 2023 Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports SemEval 2023 Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023 Sentiment Analysis using the Relationship between Users and Products ACL 2023 SimCSum: Joint Learning of Simplification and Cross-lingual Summarization for Cross-lingual Science Journalism EMNLP 2023 SJTU-MTLAB’s Submission to the WMT23 Word-Level Auto Completion Task EMNLP 2023 Skill-it! A data-driven skills framework for understanding and training language models NeurIPS 2023 SLTUNET: A Simple Unified Model for Sign Language Translation ICLR 2023 SmartAssign: Learning a Smart Knowledge Assignment Strategy for Deraining and Desnowing CVPR 2023 SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios EMNLP 2023