Junyeob Kim

According to our database1, Junyeob Kim authored at least 8 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts.
CoRR, 2024

Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text Detection.
CoRR, 2024

Aligning Language Models to Explicitly Handle Ambiguity.
CoRR, 2024

2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning.
Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator.
CoRR, 2022

Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022


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