Papers
Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment
Qizhang Feng, Siva Rajesh Kasa, SANTHOSH KUMAR KASA et al.
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection
Pei Wang, Keqing He, Yejie Wang et al.
Can Multiple-choice Questions Really Be Useful in Detecting the Abilities of LLMs?
Wangyue Li, Liangzhi Li, Tong Xiang et al.
ChatASU: Evoking LLM’s Reflexion to Truly Understand Aspect Sentiment in Dialogues
Yiding Liu, Jingjing Wang, Jiamin Luo et al.
Clarifying Completions: Evaluating How LLMs Respond to Incomplete Questions
Angus Addlesee, Oliver Lemon, Arash Eshghi
DanteLLM: Let’s Push Italian LLM Research Forward!
Andrea Bacciu, Cesare Campagnano, Giovanni Trappolini et al.
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs
Chenxi Sun, Hongzhi Zhang, Zijia Lin et al.
Detecting Conceptual Abstraction in LLMs
Michaela Regneri, Alhassan Abdelhalim, Soeren Laue
Effective Distillation of Table-based Reasoning Ability from LLMs
Bohao Yang, Chen Tang, Kun Zhao et al.
Eliciting Motivational Interviewing Skill Codes in Psychotherapy with LLMs: A Bilingual Dataset and Analytical Study
Xin Sun, Jiahuan Pei, Jan de Wit et al.
Enhanced Facet Generation with LLM Editing
Joosung Lee, Jinhong Kim
Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs
Zhihong Sun, Chen Lyu, Bolun Li et al.
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data
Parth Patwa, Simone Filice, Zhiyu Chen et al.
Ethical Reasoning and Moral Value Alignment of LLMs Depend on the Language We Prompt Them in
Utkarsh Agarwal, Kumar Tanmay, Aditi Khandelwal et al.
Exploring the Potential of Large Language Models (LLMs) for Low-resource Languages: A Study on Named-Entity Recognition (NER) and Part-Of-Speech (POS) Tagging for Nepali Language
Bipesh Subedi, Sunil Regmi, Bal Krishna Bal et al.
GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection?
Yiping Jin, Leo Wanner, Alexander Shvets
How Good Are LLMs at Out-of-Distribution Detection?
Bo Liu, Li-Ming Zhan, Zexin Lu et al.
How Susceptible Are LLMs to Logical Fallacies?
Amirreza Payandeh, Dan Pluth, Jordan Hosier et al.
Intent-Aware and Hate-Mitigating Counterspeech Generation via Dual-Discriminator Guided LLMs
Haiyang Wang, Zhiliang Tian, Xin Song et al.
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles
Shulin Huang, Shirong Ma, Yinghui Li et al.
LLMR: Knowledge Distillation with a Large Language Model-Induced Reward
Dongheng Li, Yongchang Hao, Lili Mou
LLMSegm: Surface-level Morphological Segmentation Using Large Language Model
Marko Pranjić, Marko Robnik-Šikonja, Senja Pollak
MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain
Iker García-Ferrero, Rodrigo Agerri, Aitziber Atutxa Salazar et al.
NutFrame: Frame-based Conceptual Structure Induction with LLMs
Shaoru Guo, Yubo Chen, Kang Liu et al.