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Published Date

Publication

Differential Transformer

Tianzhu Ye, Li Dong, Yuqing Xia, Yutao Sun, Yi Zhu, Gao Huang, Furu Wei

MSR-TR-2024-42 | October 2024

Published by Microsoft

Publication

Refining Counterfactual Explanations With Joint-Distribution-Informed Shapley Towards Actionable Minimality

Lei You, Yijun Bian, Lele Cao

ICLR 2026 | October 2024

Publication

Studying and Mitigating Biases in Sign Language Understanding Models

Katherine Atwell, Danielle Bragg, Malihe Alikhani

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) | October 2024

Project

Publication

i-Code Studio: A Configurable and Composable Framework for Integrative AI

Yuwei Fang, Mahmoud Khademi, Chenguang Zhu, Ziyi Yang, Reid Pryzant, Yichong Xu, Yao Qian, Takuya Yoshioka, Lu Yuan, Michael Zeng, Xuedong Huang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP24 Demo Track) | October 2024

Publication

fLSA: Learning Semantic Structures in Document Collections Using Foundation Models

Weijia Xu, Nebojsa Jojic, Nicolas Le Roux

October 2024

Github

Publication

On Evaluating LLMs’ Capabilities as Functional Approximators: A Bayesian Perspective

Shoaib Ahmed Siddiqui, Yanzhi Chen, Juyeon Heo, Menglin Xia, Adrian Weller

COLING 2025 | October 2024

Tool

PromptPex

PromptPex is a tool for exploring and testing AI model prompts. PromptPex is intended to be used by developers who have prompts as part of their code base. PromptPex treats a prompt as a function…

GitHub

Tool

ProtNote: a multimodal method for protein-function annotation

ProtNote is a multimodal deep learning model that leverages free-form text to enable both supervised and zero-shot protein function prediction.

GitHub

Publication

DermaVQA: A Multilingual Visual Question Answering Dataset for Dermatology

Wen-wai Yim, Yujuan Fu, Zhaoyi Sun, Asma Ben Abacha, Meliha Yetisgen, Fei Xia

Medical Image Computing and Computer Assisted Intervention — MICCAI 2024 | October 2024

Publication

ToolGen: Unified Tool Retrieval and Calling via Generation

Renxi Wang, Xudong Han, Lei Ji, Shu Wang, Timothy Baldwin, Haonan Li

ICLR 2025 | October 2024

Artificial Intelligence

Highlights