NAACL Findings

Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversation

Chanwoong Yoon, Gangwoo Kim, Byeongguk Jeon, Sungdong Kim, Yohan Jo, Jaewoo Kang

Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversational Search

Chanwoong Yoon, Gangwoo Kim, Byeongguk Jeon, Sungdong Kim, Yohan Jo, Jaewoo Kang

Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics

Seungbeen Lee*, Seungwon Lim*, Seungju Han, Giyeong Oh, Jiwan Chung, Minju Kim, Yeonsoo Lee, Dongha Lee, Jinyoung Yeo, Youngjae Yu

Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics

Seungbeen Lee, Seungwon Lim, Seungju Han, Giyeong Oh, Hyungjoo Chae, Jiwan Chung, Minju Kim, Beong-woo Kwak, Yeonsoo Lee, Dongha Lee, Jinyoung Yeo, Youngjae Yu

Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics

Seungbeen Lee, Seungwon Lim, Seungju Han, Giyeong Oh, Hyungjoo Chae, Jiwan Chung, Minju Kim, Beong-woo Kwak, Yeonsoo Lee, Dongha Lee, Jinyoung Yeo, Youngjae Yu

EgoSpeak: Learning When to Speak for Egocentric Conversational Agents in the Wild

Junhyeok Kim, Minsoo Kim, Jiwan Chung, Jungbin Cho, Jisoo Kim, Sungwoong Kim, Gyeongbo Sim, Youngjae Yu

Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models

Hyeonseok Moon, Jaehyung Seo, Seungyoon Lee, Chanjun Park, Heuiseok Lim

FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models

Dahyun Jung, Seungyoon Lee, Hyeonseok Moon, Chanjun Park, Heuiseok Lim

Inference Scaling for Bridging Retrieval and Augmented Generation

Youngwon Lee, Seung-won Hwang, Daniel Campos, Filip Graliński, Zhewei Yao, Yuxiong He.

MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty

Yongjin Yang, Haneul Yoo, Hwaran Lee

MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty

Yongjin Yang, Haneul Yoo, Hwaran Lee

MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation

Chanhee Park, Hyeonseok Moon, Chanjun Park, Heuiseok Lim

Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding

Kyungmin Min, Minbeom Kim, Kang-il Lee, Dongryeol Lee, and Kyomin Jung

Prompt-Guided Selective Masking Loss for Context-Aware Emotive Text-to-Speech

Yejin Jeon, Youngjae Kim, Jihyun Lee, Gary Geunbae Lee

SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials

Wonjoong Kim, Sangwu Park, Yeonjun In, Seokwon Han, Chanyoung Park

SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models

Jahyun Koo, Yerin Hwang, Yongil Kim, Taegwan Kang, Hyunkyung Bae, and Kyomin Jung

Towards Prompt Generalization: Grammar-aware Cross-Prompt Automated Essay Scoring

Heejin Do, Taehee Park, Sangwon Ryu, Gary Geunbae Lee

Unified Automated Essay Scoring and Grammatical Error Correction

SeungWoo Song`, Junghun Yuk`, ChangSu Choi, HanGyeol Yoo, HyeonSeok Lim, KyungTae Lim*, Jungyeul Park*

Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context

Sangwon Yu, Ik-hwan Kim, Jongyoon Song, Saehyung Lee, Junsung Park, Sungroh Yoon

VLind-Bench: Measuring Language Priors in Large Vision-Language Models

Kang-il Lee, Minbeom Kim, Seunghyun Yoon, Minsung Kim, Dongryeol Lee, Hyukhun Koh, and Kyomin Jung

Adversarial DPO: Harnessing Harmful Data for Reducing Toxicity with Minimal Impact on Coherence and Evasiveness in Dialogue Agents

San Kim, Gary Geunbae Lee

COMMIT: Code-Mixing English-Centric Large Language Model for Multilingual Instruction Tuning

Jaeseong Lee, YeonJoon Jung, Seung-won Hwang.

Exploring Language Model's Code Generation Ability with Auxiliary Functions

Seonghyeon Lee, Sanghwan Jang, Seongbo Jang, Dongha Lee, Hwanjo Yu

Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information

Kyubyung Chae, Jaepill Choi, Yohan Jo, Taesup Kim

Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information

Kyubyung Chae, Jaepill Choi, Yohan Jo, Taesup Kim

Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models

Haritz Puerto, Martin Gubri, Sangdoo Yun, Seong Joon Oh

SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models

Lee Hyun, Kim Sung-Bin, Seungju Han, Youngjae Yu, Tae-Hyun Oh

Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise

G. Hong‡, J. Kim‡, J. Kang‡, S. Myaeng, and J. J. Whang*

X-LLaVA: Optimizing Bilingual Large Vision-Language Alignment

DongJae Shin*, HyeonSeok Lim*, Inho Won, ChangSu Choi, Minjun Kim, SeungWoo Song, HanGyeol Yoo, SangMin Kim, KyungTae Lim