Papers
Measuring Lexical Diversity of Synthetic Data Generated through Fine-Grained Persona Prompting
Gauri Kambhatla, Chantal Shaib, Venkata S Govindarajan
Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization
Vishal Dey, Xiao Hu, Xia Ning
How Real Are Synthetic Therapy Conversations? Evaluating Fidelity in Prolonged Exposure Dialogues
Suhas Bn, Dominik O. Mattioli, Andrew M. Sherrill et al.
Riemannian Optimization for LoRA on the Stiefel Manifold
JuneYoung Park, Minjae Kang, Seongbae Lee et al.
Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs
Chenkun Tan, Pengyu Wang, Shaojun Zhou et al.
CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics
Shravan Nayak, Mehar Bhatia, Xiaofeng Zhang et al.
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
Jiahao Qiu, Yifu Lu, Yifan Zeng et al.
Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks
Eileen Pan, Anna Seo Gyeong Choi, Maartje Ter Hoeve et al.
LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling
Zeyu Liu, Souvik Kundu, Lianghao Jiang et al.
Linguistically-Controlled Paraphrase Generation
Mohamed Elgaar, Hadi Amiri
SCoder: Progressive Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs
Xinyu Zhang, Changzhi Zhou, Linmei Hu et al.
Inefficiencies of Meta Agents for Agent Design
Batu El, Mert Yuksekgonul, James Zou
SA-CLIP: Language Guided Image Spatial and Action Feature Learning
Guanlin Li, Wenhao Shao, Praboda Rajapaksha et al.
Distinguishing fair from unfair compositional generalization tasks
Ahmad Jabbar, Cleo Condoravdi, Christopher Potts
Evaluating Large Language Models for Belief Inference: Mapping Belief Networks at Scale
Trisevgeni Papakonstantinou, Antonina Zhiteneva, Ana Yutong Ma et al.
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion
Yujian Liu, Jiabao Ji, Tong Yu et al.
Pruning Weights but Not Truth: Safeguarding Truthfulness While Pruning LLMs
Yao Fu, Runchao Li, Xianxuan Long et al.
TransAlign: Machine Translation Encoders are Strong Word Aligners, Too
Benedikt Ebing, Christian Goldschmied, Goran Glavaš
Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction
Maya Kruse, Shiyue Hu, Nicholas Derby et al.
CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models
Zicong Tang, Ziyang Ma, Suqing Wang et al.
Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring
Shuxin Lin, Dhaval C Patel, Christodoulos Constantinides
You Only Use Reactive Attention Slice When Retrieving From Long Context
Yun Joon Soh, Hanxian Huang, Yuandong Tian et al.
Characterizing Positional Bias in Large Language Models: A Multi-Model Evaluation of Prompt Order Effects
Patrick Schilcher, Dominik Karasin, Michael Schöpf et al.
QA‐LIGN: Aligning LLMs through Constitutionally Decomposed QA
Jacob Dineen, Aswin Rrv, Qin Liu et al.
GmSLM : Generative Marmoset Spoken Language Modeling
Talia Sternberg, Michael London, David Omer et al.