King's College London NLP

King's College London NLP

Code & Dataset

NapSS - Paragraph-level Medical Text Simplification

: NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization, Findings of EACL, May. 2023.

Bayesian-Trans - Extracting Event Temporal Relations

: Event Temporal Relation Extraction with Bayesian Translational Model, 2023

dynamic Brand-Topic Model (dBTM) - models the evolution of the latent brand polarity scores and the topic-word distributions over time.

: Tracking Brand-Associated Polarity-Bearing Topics in User Reviews, Transactions of the Association for Computational Linguistics, accepted.

PHEE - A Dataset for Pharmacovigilance Event Extraction from Text

: PHEE: A Dataset for Pharmacovigilance Event Extraction from Text, The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), Dec. 2022.

TranCLR - Event-Centric Question Answering

: Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation, Findings of EMNLP, Dec. 2022.

HINT - Hierarchical Interpretation of Neural Text Classification

: Hierarchical Interpretation of Neural Text Classification, Computational Linguistics, to appear.

XProNet - Cross-modal Prototype Driven Network for Radiology Report Generation

: Cross-modal Prototype Driven Network for Radiology Report Generation, 17th European Conference on Computer Vision (ECCV), Oct. 2022.

tokenUni - Addressing Token Uniformity in Transformers via Singular Value Transformation

: Addressing Token Uniformity in Transformers via Singular Value Transformation, 38th Conference on Uncertainty in Artificial Intelligence (UAI), Aug. 2022.

PANACEA dataset - Heterogeneous COVID-19 Claims

: Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims, 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), Jul. 2022.

VADet - Vaccine Attitude Detection

: Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media, 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), Jul. 2022.

hyper-event-TempRel - Poincaré Event Temporal Embeddings and Hyperbolic GRU for Event TempRel Extraction

: Extracting Event Temporal Relations via Hyperbolic Geometry, Conference on Empirical Methods in Natural Language Processing (EMNLP), Nov. 2021.

Position Bias Mitigation - A Knowledge-Aware Graph Model for Emotion Cause Extraction

: Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction, The 59th Annual Meeting of the Association for Computational Linguistics (ACL), Aug. 2021.

topical_wordvec_models - A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings

: A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings, Transactions of the Association for Computational Linguistics, accepted.

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