Papers
How to Make LLMs Forget: On Reversing In-Context Knowledge Edits
Paul Youssef, Zhixue Zhao, Jörg Schlötterer et al.
Pipeline Analysis for Developing Instruct LLMs in Low-Resource Languages: A Case Study on Basque
Ander Corral, Ixak Sarasua Antero, Xabier Saralegi
CoRAC: Integrating Selective API Document Retrieval with Question Semantic Intent for Code Question Answering
YunSeok Choi, CheolWon Na, Jee-Hyong Lee
Tonguescape: Exploring Language Models Understanding of Vowel Articulation
Haruki Sakajo, Yusuke Sakai, Hidetaka Kamigaito et al.
Typographic Attacks in a Multi-Image Setting
Xiaomeng Wang, Zhengyu Zhao, Martha Larson
Reward-Guided Tree Search for Inference Time Alignment of Large Language Models
Chia-Yu Hung, Navonil Majumder, Ambuj Mehrish et al.
DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language Models
Suyoung Bae, YunSeok Choi, Jee-Hyong Lee
Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense
Yang Ouyang, Hengrui Gu, Shuhang Lin et al.
CausalEval: Towards Better Causal Reasoning in Language Models
Longxuan Yu, Delin Chen, Siheng Xiong et al.
ParaICL: Towards Parallel In-Context Learning
Xingxuan Li, Xuan-Phi Nguyen, Shafiq Joty et al.
Mastering the Craft of Data Synthesis for CodeLLMs
Meng Chen, Philip Arthur, Qianyu Feng et al.
ProSE: Diffusion Priors for Speech Enhancement
Sonal Kumar, Sreyan Ghosh, Utkarsh Tyagi et al.
SCIURus: Shared Circuits for Interpretable Uncertainty Representations in Language Models
Carter Teplica, Yixin Liu, Arman Cohan et al.
Language Model Council: Democratically Benchmarking Foundation Models on Highly Subjective Tasks
Justin Zhao, Flor Miriam Plaza-del-Arco, Benjamin Genchel et al.
PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification
Ashish Seth, Ramaneswaran Selvakumar, Sonal Kumar et al.
MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools
Nishant Subramani, Jason Eisner, Justin Svegliato et al.
EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs
Sam Lin, Wenyue Hua, Zhenting Wang et al.
JAWAHER: A Multidialectal Dataset of Arabic Proverbs for LLM Benchmarking
Samar Mohamed Magdy, Sang Yun Kwon, Fakhraddin Alwajih et al.
HARP: Hesitation-Aware Reframing in Transformer Inference Pass
Romain Storaï, Seung-won Hwang
Language Models Predict Empathy Gaps Between Social In-groups and Out-groups
Yu Hou, Hal Daumé Iii, Rachel Rudinger
ReIFE: Re-evaluating Instruction-Following Evaluation
Yixin Liu, Kejian Shi, Alexander Fabbri et al.
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation
Mahnaz Koupaee, Jake W. Vincent, Saab Mansour et al.
Automatically Discovering How Misogyny is Framed on Social Media
Rakshitha Rao Ailneni, Sanda M. Harabagiu
TurtleBench: A Visual Programming Benchmark in Turtle Geometry
Sina Rismanchian, Yasaman Razeghi, Sameer Singh et al.
Preference Consistency Matters: Enhancing Preference Learning in Language Models with Automated Self-Curation of Training Corpora
JoonHo Lee, JuYoun Son, Juree Seok et al.