James Henderson

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 28

Top Topics

Layer Perceptron

Translation Model

Smoothness Term

Coreference Resolution

Top Venues

EMNLP (Findings)

Publications

Christos Theodoropoulos, Andrei Catalin Coman, James Henderson, Marie-Francine Moens
Enhancing Biomedical Knowledge Discovery for Diseases: An End-To-End Open-Source Framework. CoRR (2024)
Melika Behjati, Fabio Fehr, James Henderson
Learning to Abstract with Nonparametric Variational Information Bottleneck. CoRR (2023)
Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, François Marelli, François Fleuret, James Henderson
HyperMixer: An MLP-based Low Cost Alternative to Transformers. ACL (1) (2023)
James Henderson, Fabio Fehr
A VAE for Transformers with Nonparametric Variational Information Bottleneck. ICLR (2023)
Rabeeh Karimi Mahabadi, Jaesung Tae, Hamish Ivison, James Henderson, Iz Beltagy, Matthew E. Peters, Arman Cohan
TESS: Text-to-Text Self-Conditioned Simplex Diffusion. CoRR (2023)
Alireza Mohammadshahi, Thomas Scialom, Majid Yazdani, Pouya Yanki, Angela Fan, James Henderson, Marzieh Saeidi
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question. ACL (Findings) (2023)
Andrei C. Coman, Christos Theodoropoulos, Marie-Francine Moens, James Henderson
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction. CoRR (2023)
Melika Behjati, Fabio Fehr, James Henderson
Learning to Abstract with Nonparametric Variational Information Bottleneck. EMNLP (Findings) (2023)
Alireza Mohammadshahi, James Henderson
Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling. RepL4NLP@ACL (2023)
James Henderson, Alireza Mohammadshahi, Andrei C. Coman, Lesly Miculicich
Transformers as Graph-to-Graph Models. CoRR (2023)
Melika Behjati, James Henderson
Inducing Meaningful Units from Character Sequences with Dynamic Capacity Slot Attention. Trans. Mach. Learn. Res. 2023 (2023)
Fabio Fehr, James Henderson
Nonparametric Variational Regularisation of Pretrained Transformers. CoRR (2023)
Florian Mai, James Henderson
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation. AACL/IJCNLP (1) (2022)
Lesly Miculicich, James Henderson
Graph Refinement for Coreference Resolution. ACL (Findings) (2022)
Luis Espinosa Anke, Alexander V. Shvets, Alireza Mohammadshahi, James Henderson, Leo Wanner
Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers. CoRR (2022)
Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
What Do Compressed Multilingual Machine Translation Models Forget? CoRR (2022)
Alireza Mohammadshahi, Thomas Scialom, Majid Yazdani, Pouya Yanki, Angela Fan, James Henderson, Marzieh Saeidi
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question. CoRR (2022)
Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
What Do Compressed Multilingual Machine Translation Models Forget? EMNLP (Findings) (2022)
Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Lambert Mathias, Marzieh Saeidi, Veselin Stoyanov, Majid Yazdani
Prompt-free and Efficient Few-shot Learning with Language Models. ACL (1) (2022)
Lesly Miculicich, James Henderson
Graph Refinement for Coreference Resolution. CoRR (2022)
Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages. EMNLP (2022)
James Henderson, Fabio Fehr
A Variational AutoEncoder for Transformers with Nonparametric Variational Information Bottleneck. CoRR (2022)
Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Marzieh Saeidi, Lambert Mathias, Veselin Stoyanov, Majid Yazdani
PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models. CoRR (2022)
Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, François Marelli, François Fleuret, James Henderson
HyperMixer: An MLP-based Green AI Alternative to Transformers. CoRR (2022)
Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages. CoRR (2022)
Luis Espinosa Anke, Alexander V. Shvets, Alireza Mohammadshahi, James Henderson, Leo Wanner
Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers. *SEM@NAACL-HLT (2022)
Christos Theodoropoulos, James Henderson, Andrei Catalin Coman, Marie-Francine Moens
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning. CoNLL (2021)
Rabeeh Karimi Mahabadi, James Henderson, Sebastian Ruder
Compacter: Efficient Low-Rank Hypercomplex Adapter Layers. NeurIPS (2021)