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Multi-Task Learning

2,582 papers

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Papers

MTI-Net: A Multi-Target Speech Intelligibility Prediction Model INTERSPEECH 2022
Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning INTERSPEECH 2022
Towards Cross-speaker Reading Style Transfer on Audiobook Dataset INTERSPEECH 2022
Sufficient reductions in regression with mixed predictors JMLR 2022
Multi-Task Dynamical Systems JMLR 2022
Learning Natural Language Generation with Truncated Reinforcement Learning NAACL 2022
ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022
EmpHi: Generating Empathetic Responses with Human-like Intents NAACL 2022
DREAM: Improving Situational QA by First Elaborating the Situation NAACL 2022
Database Search Results Disambiguation for Task-Oriented Dialog Systems NAACL 2022
Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation NAACL 2022
Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays NAACL 2022
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding NAACL 2022
Combining Humor and Sarcasm for Improving Political Parody Detection NAACL 2022
MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting NAACL 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models NAACL 2022
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022
LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022
A Structured Span Selector NAACL 2022
Unified Semantic Typing with Meaningful Label Inference NAACL 2022
Multi-Domain Targeted Sentiment Analysis NAACL 2022
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs NAACL 2022
Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss NAACL 2022