21 citations · 25 across the 13 of their papers we have counts for
4 papers · 1 filter
Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning Languages
Max Zuo, Francisco Piedrahita Velez, Xiaochen Li +2
Recent works have explored using language models for planning problems. One approach examines translating natural language descriptions of planning tasks into structured planning l…
Preference Tuning For Toxicity Mitigation Generalizes Across Languages
Xiaochen Li, Zheng-Xin Yong, Stephen H. Bach
Detoxifying multilingual Large Language Models (LLMs) has become crucial due to their increasing global use. In this work, we explore zero-shot cross-lingual generalization of pref…
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions
Reza Esfandiarpoor, Cristina Menghini, Stephen H. Bach
Recent works often assume that Vision-Language Model (VLM) representations are based on visual attributes like shape. However, it is unclear to what extent VLMs prioritize this inf…
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons
Zheng-Xin Yong, Cristina Menghini, Stephen H. Bach
Data scarcity in low-resource languages can be addressed with word-to-word translations from labeled task data in high-resource languages using bilingual lexicons. However, bilingu…