Aligning Open IE Relations and KB Relations using a Siamese Network Based on Word Embedding. - Rifki Afina Putri; Giwon Hong; Sung-Hyon Myaeng (IWCS (1), 2019)

Handling Anomalies of Synthetic Questions in Unsupervised Question Answering. - Giwon Hong; Junmo Kang; Doyeon Lim; Sung-Hyon Myaeng (COLING, 2020)

Regularization of Distinct Strategies for Unsupervised Question Generation. - Junmo Kang; Giwon Hong; Haritz Puerto San Roman; Sung-Hyon Myaeng (EMNLP (Findings), 2020)

Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval. - Kyoungrok Jang; Junmo Kang; Giwon Hong; Sung-Hyon Myaeng; Joohee Park; Taewon Yoon; Hee-Cheol Seo (EMNLP (1), 2021)

Have You Seen That Number? Investigating Extrapolation in Question Answering Models. - Jeonghwan Kim; Giwon Hong; Kyung-Min Kim; Junmo Kang; Sung-Hyon Myaeng (EMNLP (1), 2021)

UHD-BERT: Bucketed Ultra-High Dimensional Sparse Representations for Full Ranking. - Kyoungrok Jang; Junmo Kang; Giwon Hong; Sung-Hyon Myaeng; Joohee Park; Taewon Yoon; Hee-Cheol Seo (CoRR, 2021)

Graph-Induced Transformers for Efficient Multi-Hop Question Answering. - Giwon Hong; Jeonghwan Kim; Junmo Kang; Sung-Hyon Myaeng (EMNLP, 2022)

Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering. - Jeonghwan Kim; Junmo Kang; Kyung-Min Kim; Giwon Hong; Sung-Hyon Myaeng (NAACL-HLT (Findings), 2022)

FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4. - Jeonghwan Kim; Giwon Hong; Sung-Hyon Myaeng; Joyce Jiyoung Whang (EMNLP (Findings), 2023)

Discern and Answer: Mitigating the Impact of Misinformation in Retrieval-Augmented Models with Discriminators. - Giwon Hong; Jeonghwan Kim; Junmo Kang; Sung-Hyon Myaeng; Joyce Jiyoung Whang (CoRR, 2023)

Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise. - Giwon Hong; Jeonghwan Kim; Junmo Kang; Sung-Hyon Myaeng; Joyce Jiyoung Whang (NAACL-HLT (Findings), 2024)

Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4. - Aryo Gema; Giwon Hong; Pasquale Minervini; Luke Daines; Beatrice Alex (SemEval@NAACL, 2024)

The Hallucinations Leaderboard - An Open Effort to Measure Hallucinations in Large Language Models. - Giwon Hong; Aryo Pradipta Gema; Rohit Saxena; Xiaotang Du; Ping Nie; Yu Zhao 043; Laura Perez-Beltrachini; Max Ryabinin; Xuanli He; Clémentine Fourrier; Pasquale Minervini (CoRR, 2024)

Analysing the Residual Stream of Language Models Under Knowledge Conflicts. - Yu Zhao 043; Xiaotang Du; Giwon Hong; Aryo Pradipta Gema; Alessio Devoto; Hongru Wang 003; Xuanli He; Kam-Fai Wong; Pasquale Minervini (CoRR, 2024)

Mixtures of In-Context Learners. - Giwon Hong; Emile van Krieken; Edoardo Maria Ponti; Nikolay Malkin; Pasquale Minervini (ACL (1), 2025)

Theorem Prover as a Judge for Synthetic Data Generation. - Joshua Ong Jun Leang; Giwon Hong; Wenda Li; Shay B. Cohen (ACL (1), 2025)

Are We Done with MMLU? - Aryo Pradipta Gema; Joshua Ong Jun Leang; Giwon Hong; Alessio Devoto; Alberto Carlo Maria Mancino; Rohit Saxena; Xuanli He; Yu Zhao 043; Xiaotang Du; Mohammad Reza Ghasemi Madani; Claire Barale; Robert McHardy; et al. (NAACL (Long Papers), 2025)

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering. - Yu Zhao 043; Alessio Devoto; Giwon Hong; Xiaotang Du; Aryo Pradipta Gema; Hongru Wang 003; Xuanli He; Kam-Fai Wong; Pasquale Minervini (NAACL (Long Papers), 2025)

GRADA: Graph-based Reranker against Adversarial Documents Attack. - Jingjie Zheng; Aryo Pradipta Gema; Giwon Hong; Xuanli He; Pasquale Minervini; Youcheng Sun; Qiongkai Xu (CoRR, 2025)