Unsupervised Evaluation of Human Translation Quality. - Yi Zhou 019; Danushka Bollegala (KDIR, 2019)

Predicting the Quality of Translations Without an Oracle. - Yi Zhou 019; Danushka Bollegala (IC3K, 2019)

Spatio-temporal Attention Model for Tactile Texture Recognition. - Guanqun Cao; Yi Zhou 019; Danushka Bollegala; Shan Luo 001 (IROS, 2020)

Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy. - Danushka Bollegala; Yi Zhou 019 (PACLIC, 2021)

Sense Embeddings are also Biased - Evaluating Social Biases in Static and Contextualised Sense Embeddings. - Yi Zhou 019; Masahiro Kaneko; Danushka Bollegala (ACL (1), 2022)

On the Curious Case of l2 norm of Sense Embeddings. - Yi Zhou 019; Danushka Bollegala (EMNLP (Findings), 2022)

On the Curious Case of 𝓁2 norm of Sense Embeddings. - Yi Zhou 019; Danushka Bollegala (CoRR, 2022)

Together We Make Sense-Learning Meta-Sense Embeddings. - Haochen Luo; Yi Zhou 019; Danushka Bollegala (ACL (Findings), 2023)

Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation. - Xiaohang Tang; Yi Zhou 019; Danushka Bollegala (ACL (1), 2023)

Solving Cosine Similarity Underestimation between High Frequency Words by ell₂ Norm Discounting. - Saeth Wannasuphoprasit; Yi Zhou 019; Danushka Bollegala (ACL (Findings), 2023)

A Word Sense Distribution-based approach for Semantic Change Prediction. - Xiaohang Tang; Yi Zhou 019; Taichi Aida; Procheta Sen; Danushka Bollegala (EMNLP (Findings), 2023)

Efficient Multilingual Language Model Compression through Vocabulary Trimming. - Asahi Ushio; Yi Zhou 019; José Camacho-Collados (EMNLP (Findings), 2023)

A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models. - Yi Zhou 019; José Camacho-Collados; Danushka Bollegala (EMNLP, 2023)

Solving Cosine Similarity Underestimation between High Frequency Words by L2 Norm Discounting. - Saeth Wannasuphoprasit; Yi Zhou 019; Danushka Bollegala (CoRR, 2023)

An Efficient Multilingual Language Model Compression through Vocabulary Trimming. - Asahi Ushio; Yi Zhou 019; José Camacho-Collados (CoRR, 2023)

Together We Make Sense - Learning Meta-Sense Embeddings from Pretrained Static Sense Embeddings. - Haochen Luo; Yi Zhou 019; Danushka Bollegala (CoRR, 2023)

Can Word Sense Distribution Detect Semantic Changes of Words? - Xiaohang Tang; Yi Zhou 019; Taichi Aida; Procheta Sen; Danushka Bollegala (CoRR, 2023)

Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings. - Gaifan Zhang; Yi Zhou 019; Danushka Bollegala (LREC/COLING, 2024)

Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models. - Yi Zhou 019; Danushka Bollegala; José Camacho-Collados (EMNLP, 2024)

BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages. - Junho Myung; Nayeon Lee; Yi Zhou 019; Jiho Jin; Rifki Afina Putri; Dimosthenis Antypas; Hsuvas Borkakoty; Eunsu Kim; Carla Pérez-Almendros; Abinew Ali Ayele; Víctor Gutiérrez-Basulto; Yazmín Ibáñez-García; et al. (NeurIPS, 2024)

BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages. - Junho Myung; Nayeon Lee; Yi Zhou 019; Jiho Jin; Rifki Afina Putri; Dimosthenis Antypas; Hsuvas Borkakoty; Eunsu Kim; Carla Pérez-Almendros; Abinew Ali Ayele; Víctor Gutiérrez-Basulto; Yazmín Ibáñez-García; et al. (CoRR, 2024)

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines. - Genta Indra Winata; Frederikus Hudi; Patrick Amadeus Irawan; David Anugraha; Rifki Afina Putri; Yutong Wang; Adam Nohejl; Ubaidillah Ariq Prathama; Nedjma Ousidhoum; Afifa Amriani; Anar Rzayev; Anirban Das; et al. (CoRR, 2024)

BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. - Shamsuddeen Hassan Muhammad; Nedjma Ousidhoum; Idris Abdulmumin; Jan Philip Wahle; Terry Ruas; Meriem Beloucif; Christine de Kock; Nirmal Surange; Daniela Teodorescu; Ibrahim Said Ahmad; David Ifeoluwa Adelani; Alham Fikri Aji; et al. (ACL (1), 2025)

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines. - Genta Indra Winata; Frederikus Hudi; Patrick Amadeus Irawan; David Anugraha; Rifki Afina Putri; Yutong Wang; Adam Nohejl; Ubaidillah Ariq Prathama; Nedjma Ousidhoum; Afifa Amriani; Anar Rzayev; Anirban Das; et al. (NAACL (Long Papers), 2025)

Evaluating the Effect of Retrieval Augmentation on Social Biases. - Tianhui Zhang; Yi Zhou 019; Danushka Bollegala (CoRR, 2025)

SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection. - Shamsuddeen Hassan Muhammad; Nedjma Ousidhoum; Idris Abdulmumin; Seid Muhie Yimam; Jan Philip Wahle; Terry Ruas; Meriem Beloucif; Christine de Kock; Tadesse Destaw Belay; Ibrahim Said Ahmad; Nirmal Surange; Daniela Teodorescu; et al. (CoRR, 2025)

CASE - Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement. - Gaifan Zhang; Yi Zhou 019; Danushka Bollegala (CoRR, 2025)