Sotabase

Career

· Professor of Natural Language Processing, University of Manchester2023–

Publications (120)

Weakly Supervised Joint Sentiment-Topic Detection from Text
IEEE Transactions on Knowledge and Data Engineering · 2012
356
cited
Automatically Extracting Polarity-Bearing Topics for Cross-Domain Sentiment Classification
Annual Meeting of the Association for Computational Linguistics · 2011
161
cited
Word Embedding and WordNet Based Metaphor Identification and Interpretation
Annual Meeting of the Association for Computational Linguistics · 2018
137
cited
End-to-End Sequential Metaphor Identification Inspired by Linguistic Theories
Annual Meeting of the Association for Computational Linguistics · 2019
113
cited
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature
Conference on Empirical Methods in Natural Language Processing · 2022
93
cited
ChatMusician: Understanding and Generating Music Intrinsically with LLM
Annual Meeting of the Association for Computational Linguistics · 2024
92
cited
Dynamic joint sentiment-topic model
ACM Transactions on Intelligent Systems and Technology · 2013
65
cited
A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification
Conference on Computational Natural Language Learning · 2018
57
cited
HetPathMine: A Novel Transductive Classification Algorithm on Heterogeneous Information Networks
European Conference on Information Retrieval · 2014
57
cited
A Comparative Study of Bayesian Models for Unsupervised Sentiment Detection
Conference on Computational Natural Language Learning · 2010
53
cited
Sentence Subjectivity Detection with Weakly-Supervised Learning
International Joint Conference on Natural Language Processing · 2011
53
cited
Foundation Models for Music: A Survey
arXiv.org · 2024
47
cited
Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting
Annual Meeting of the Association for Computational Linguistics · 2021
47
cited
Interactive Natural Language Processing
arXiv.org · 2023
45
cited
Chinese Open Instruction Generalist: A Preliminary Release
arXiv.org · 2023
42
cited
Effective Distillation of Table-based Reasoning Ability from LLMs
International Conference on Language Resources and Evaluation · 2023
39
cited
FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning
Conference of the European Chapter of the Association for Computational Linguistics · 2023
34
cited
Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation
Annual Meeting of the Association for Computational Linguistics · 2023
30
cited
Latent Space Factorisation and Manipulation via Matrix Subspace Projection
International Conference on Machine Learning · 2019
30
cited
MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning
arXiv.org · 2022
28
cited
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Chenghua Lin | Researcher Profile | Sotabase | Sotabase