Publications

This page highlights publications across AI and Law, legal NLP, and language generation. For the most up-to-date list, please also see my Google Scholar profile.

Selected Work

2025

Information extraction from employment tribunal judgments using a large language model

Joana Ribeiro de Faria, Huiyuan Xie, Felix Steffek. Artificial Intelligence and Law, 2025.

Article DOI

2024

The CLC-UKET Dataset: Benchmarking Case Outcome Prediction for the UK Employment Tribunal

Huiyuan Xie, Felix Steffek, Joana de Faria, Christine Carter, Jonathan Rutherford. NLLP Workshop at EMNLP, 2024.

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2023

The Cambridge Law Corpus: A Corpus for Legal AI Research

Andreas Ostling, Holli Sargeant, Huiyuan Xie, Ludwig Bull, Alexander Terenin, Leif Jonsson, Mans Magnusson, Felix Steffek. NeurIPS Datasets and Benchmarks, 2023.

PDF Project

2021

TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling

Huiyuan Xie, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Ann Copestake. Findings of EMNLP, 2021.

PDF Code

2020

Going Beneath the Surface: Evaluating Image Captioning for Grammaticality, Truthfulness and Diversity

Huiyuan Xie, Tom Sherborne, Alexander Kuhnle, Ann Copestake. Workshop on Evaluating Evaluation of AI Systems, AAAI, 2020.

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2020

Audio Visual Scene-Aware Dialog System Using Dynamic Memory Networks

Huiyuan Xie, Ignacio Iacobacci. Dialog System Technology Challenge Workshop at AAAI, 2020.

2019

Perceptual-Sensitive GAN for Generating Adversarial Patches

Aishan Liu, Xianglong Liu, Jiaxin Fan, Yuqing Ma, Anlan Zhang, Huiyuan Xie, Dacheng Tao. AAAI, 2019.

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2018

How clever is the FiLM model, and how clever can it be?

Alexander Kuhnle, Huiyuan Xie, Ann Copestake. Workshop on Shortcomings in Vision and Language, ECCV, 2018.

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2016

An Algorithm to Compute Minimal Unsatisfiable Subsets for a Decidable Fragment of First-Order Formulas

Huiyuan Xie, Jie Luo. IEEE International Conference on Tools with Artificial Intelligence, 2016.

Publication details were curated from your existing site content and recent publicly indexed entries, with the latest journal article cross-checked against Springer and the broader list cross-checked against DBLP and ACL.