Giwon Hong

According to our database, Giwon Hong authored at least 17 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Mixtures of In-Context Learners.

Giwon Hong, Emile van Krieken, Edoardo M. Ponti, Nikolay Malkin, Pasquale Minervini

CoRR, 2024

Analysing the Residual Stream of Language Models Under Knowledge Conflicts.

Yu Zhao, Xiaotang Du, Giwon Hong, Aryo Pradipta Gema, Alessio Devoto, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini

CoRR, 2024

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering.

Yu Zhao, Alessio Devoto, Giwon Hong, Xiaotang Du, Aryo Pradipta Gema, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini

CoRR, 2024

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, Xiaotang Du, Mohammad Reza Ghasemi Madani, Claire Barale, Robert McHardy, Joshua Harris, Jean Kaddour, Emile van Krieken, Pasquale Minervini

CoRR, 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, Laura Perez-Beltrachini, Max Ryabinin, Xuanli He, Clémentine Fourrier, Pasquale Minervini

CoRR, 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

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

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

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

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

FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4.

Jeonghwan Kim, Giwon Hong, Sung-Hyon Myaeng, Joyce Jiyoung Whang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering.

Jeonghwan Kim, Junmo Kang, Kyung-Min Kim, Giwon Hong, Sung-Hyon Myaeng

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Graph-Induced Transformers for Efficient Multi-Hop Question Answering.

Giwon Hong, Jeonghwan Kim, Junmo Kang, Sung-Hyon Myaeng

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

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

Have You Seen That Number? Investigating Extrapolation in Question Answering Models.

Jeonghwan Kim, Giwon Hong, Kyung-Min Kim, Junmo Kang, Sung-Hyon Myaeng

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Regularization of Distinct Strategies for Unsupervised Question Generation.

Junmo Kang, Giwon Hong, Haritz Puerto San Roman, Sung-Hyon Myaeng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Handling Anomalies of Synthetic Questions in Unsupervised Question Answering.

Giwon Hong, Junmo Kang, Doyeon Lim, Sung-Hyon Myaeng

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Aligning Open IE Relations and KB Relations using a Siamese Network Based on Word Embedding.

Rifki Afina Putri, Giwon Hong, Sung-Hyon Myaeng

Proceedings of the 13th International Conference on Computational Semantics, 2019