Jinyoung Kim

Excited to share that our DynamicER (arxiv.org/abs/2410.11494) has been accepted to the #EMNLP2024 main track! “The way we refer to named entities evolves over time, causing retrieval failure and generator hallucination.” See you in Miami🇺🇸 @emnlpmeeting #EMNLP2024 #NLProc #RAG

🚀 Heading to 🇦🇹 for #ACL2025NLP! Catch our MAC 🥷 poster at #ACL2025 @aclmeeting! Say hi 👋, and let’s talk about LLM + Multimodality! Open for a coffee chat anytime ☕💬🗣️ 🗓️ July 29 (Day 2, Main Conference) ⏰ 16:00-17:30 📍 Hall 4/5 | #3743 📄 arxiv.org/abs/2505.22943

🔥 Excited to introduce ManyICLBench (ACL 2025) 🧐 Do many-shot ICL tasks evaluate LCLMs' ability to retrieve the most similar examples or learn from many examples? We carefully analyzed numerous tasks and categorized them. 📄 Paper: arxiv.org/abs/2411.07130 #ACL2025

🎸 First time in Nashville—and it’s for #CVPR2025! Excited to present our poster: HalLoc: Token-level Localization of Hallucinations for Vision Language Models 📅 Sunday, June 15 |🕓 4:00–6:00 p.m. CDT 📍Poster #358, Exhibit Hall D We introduce HalLoc, the first dataset for…

🔍LLMs now give medical diagnoses, legal advice, and even tackle scientific problems. ❓Your LLM sounds smart. But what if it’s just good at faking expertise? 🚀We built ExpertLongBench to find out. 📉And the results? They revealed several concerns.👇 🔗 huggingface.co/spaces/launch/…

🚨Announcing SCALR @ COLM 2025 — Call for Papers!🚨 The 1st Workshop on Test-Time Scaling and Reasoning Models (SCALR) is coming to @COLM_conf in Montreal this October! This is the first workshop dedicated to this growing research area. 🌐 scalr-workshop.github.io

🚨 Excited to share that our paper was accepted to #ACL2025 Findings 🎉 "When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR" Huge thanks to my amazing collaborators! 🙌 @jinyoung__kim @ohmyksh We propose…

🎉Our paper "Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates" is accepted to #ACL2025 Main!🎉 We introduce a benchmark for multimodal "deception" + LLM-based diversified attack. 🚀 Preprint coming soon!

All set in Miami for #EMNLP2024 #EMNLP✈️ I'll be presenting DynamicER today at: 📅 November 12 (Tue) 🕓 16:00–17:30 📍 Poster Session C, Riverfront Hall I'm also applying to PhD programs this year—looking forward to connecting and chatting with everyone at #EMNLP2024!

Hi, #ACL2024! Will present our paper GrowOVER in In-person Poster Session 5 (Aug 13, 4:00pm) Welcome!🇹🇭