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Learning Implicit and Explicit Multi-task Interactions for Information Extraction

https://doi.org/10.1145/3533020
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-642-15939-8_10openalex-snapshot
Modeling Relations and Their Mentions without Labeled Text
inferredcites →https://doi.org/10.1016/j.neucom.2016.12.075openalex-snapshot
Joint entity and relation extraction based on a hybrid neural network
inferredcites →https://doi.org/10.1038/s41598-020-78033-7openalex-snapshot
Multi-task learning for the simultaneous reconstruction of the human and mouse gene regulatory networks
inferredcites →https://doi.org/10.1145/1390156openalex-snapshot
Proceedings of the 25th international conference on Machine learning - ICML '08
inferredcites →https://doi.org/10.1145/1390156.1390177openalex-snapshot
A unified architecture for natural language processing
inferredcites →https://doi.org/10.1145/1777432.1777437openalex-snapshot
Combining relations for information extraction from free text
inferredcites →https://doi.org/10.1145/2382438.2382445openalex-snapshot
Aggregation Methods for Proximity-Based Opinion Retrieval
inferredcites →https://doi.org/10.1145/2457465.2457467openalex-snapshot
Transfer joint embedding for cross-domain named entity recognition
inferredcites →https://doi.org/10.1145/3038912openalex-snapshot
Proceedings of the 26th International Conference on World Wide Web - WWW '17
inferredcites →https://doi.org/10.1145/3406116openalex-snapshot
Pairwise Link Prediction Model for Out of Vocabulary Knowledge Base Entities
inferredcites →https://doi.org/10.1145/3432049openalex-snapshot
Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis
inferredcites →https://doi.org/10.1162/coli_a_00034openalex-snapshot
Opinion Word Expansion and Target Extraction through Double Propagation
inferredcites →https://doi.org/10.1162/neco.1997.9.8.1735openalex-snapshot
Long Short-Term Memory
inferredcites →https://doi.org/10.1609/aaai.v34i05.6495openalex-snapshot
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.296openalex-snapshot
SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-mainopenalex-snapshot
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
inferredcites →https://doi.org/10.18653/v1/d15-1205openalex-snapshot
Improved Relation Extraction with Feature-Rich Compositional Embedding Models
inferredcites →https://doi.org/10.18653/v1/d16-1059openalex-snapshot
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/d18-1openalex-snapshot
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
inferredcites →https://doi.org/10.18653/v1/d19-1openalex-snapshot
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
inferredcites →https://doi.org/10.18653/v1/d19-1035openalex-snapshot
Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning
inferredcites →https://doi.org/10.18653/v1/d19-1227openalex-snapshot
Modelling the interplay of metaphor and emotion through multitask learning
inferredcites →https://doi.org/10.18653/v1/d19-1315openalex-snapshot
Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning
inferredcites →https://doi.org/10.18653/v1/p16-2038openalex-snapshot
Deep multi-task learning with low level tasks supervised at lower layers
inferredcites →https://doi.org/10.18653/v1/p17-1017openalex-snapshot
Creating Training Corpora for NLG Micro-Planners
inferredcites →https://doi.org/10.18653/v1/p17-1113openalex-snapshot
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme
inferredcites →https://doi.org/10.18653/v1/p18-1047openalex-snapshot
Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism
inferredcites →https://doi.org/10.18653/v1/p18-2094openalex-snapshot
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction
inferredcites →https://doi.org/10.18653/v1/s15-2127openalex-snapshot
EliXa: A Modular and Flexible ABSA Platform
inferredcites →https://doi.org/10.3115/1075218openalex-snapshot
Proceedings of the 38th Annual Meeting on Association for Computational Linguistics - ACL '00
inferredcites →https://doi.org/10.3115/1118693.1118703openalex-snapshot
Kernel methods for relation extraction
inferredcites →https://doi.org/10.3115/1219840openalex-snapshot
Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics - ACL '05
inferredcites →https://doi.org/10.3115/1596374.1596399openalex-snapshot
Design challenges and misconceptions in named entity recognition
inferredcites →https://doi.org/10.3115/1610075openalex-snapshot
Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing - EMNLP '06
inferredcites →https://doi.org/10.48550/arxiv.1412.6980openalex-snapshot
Adam: A Method for Stochastic Optimization

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-981-99-6207-5_9openalex-snapshot
Document Information Extraction via Global Tagging
inferred← citeshttps://doi.org/10.1007/s10791-026-10544-9openalex-snapshot
A scalable hybrid recommendation framework for e-commerce using distributed big data processing
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.114094openalex-snapshot
Large language model augmented joint learning framework for entity-relation extraction
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.133539openalex-snapshot
HyBERT-Next: A hierarchical framework integrating hypergraph convolution and transformer for multi-level next POI recommendation
inferred← citeshttps://doi.org/10.1016/j.jbi.2024.104603openalex-snapshot
Extracting adverse drug events from clinical Notes: A systematic review of approaches used
inferred← citeshttps://doi.org/10.1016/j.neunet.2025.107443openalex-snapshot
PCDe: A personalized conversational debiasing framework for next POI recommendation with uncertain check-ins
inferred← citeshttps://doi.org/10.1016/j.neunet.2026.108831openalex-snapshot
A user trajectory simulation framework for next POI recommendation with uncertain check-ins
inferred← citeshttps://doi.org/10.1016/j.patcog.2026.114097openalex-snapshot
Harmonize task divergence with MUNet: Bridging semantic gaps between segmentation and classification for medical images
inferred← citeshttps://doi.org/10.1109/taslp.2024.3449029openalex-snapshot
Zero-Shot Cross-Lingual Named Entity Recognition via Progressive Multi-Teacher Distillation
inferred← citeshttps://doi.org/10.1145/3597610openalex-snapshot
Document-level Relation Extraction via Separate Relation Representation and Logical Reasoning
inferred← citeshttps://doi.org/10.1145/3708985openalex-snapshot
User Behavior Simulation with Large Language Model-based Agents
inferred← citeshttps://doi.org/10.1145/3709137openalex-snapshot
TCKT: Tree-Based Cross-domain Knowledge Transfer for Next POI Cold-Start Recommendation
inferred← citeshttps://doi.org/10.1162/tacl.a.687openalex-snapshot
Goal Alignment in LLM-Based User Simulators for Conversational AI
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