Papers
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.
In-Context Learning with Long-Context Models: An In-Depth Exploration
Amanda Bertsch, Maor Ivgi, Emily Xiao et al.
DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models
Jianyu Liu, Hangyu Guo, Ranjie Duan et al.
Single Ground Truth Is Not Enough: Adding Flexibility to Aspect-Based Sentiment Analysis Evaluation
Soyoung Yang, Hojun Cho, Jiyoung Lee et al.
Bayelemabaga: Creating Resources for Bambara NLP
Allahsera Auguste Tapo, Kevin Assogba, Christopher M Homan et al.
Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion
Jacob K Christopher, Brian R. Bartoldson, Tal Ben-Nun et al.
SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models
Margaret Mitchell, Giuseppe Attanasio, Ioana Baldini et al.
Prompting with Phonemes: Enhancing LLMs’ Multilinguality for Non-Latin Script Languages
Hoang H Nguyen, Khyati Mahajan, Vikas Yadav et al.
Few-shot Personalization of LLMs with Mis-aligned Responses
Jaehyung Kim, Yiming Yang
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions
Orion Weller, Benjamin Chang, Sean MacAvaney et al.
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset
Khaoula Chehbouni, Jonathan Colaço Carr, Yash More et al.