Insights into the Challenges and Opportunities of Large Multi-Modal Models for Blind and Low Vision Users: CLIP
PARIKSHA: A Scalable, Democratic, Transparent Evaluation Platform for Assessing Indic Large Language Models
Publication VarArray: Array-Geometry-Agnostic Continuous Speech Separation Takuya Yoshioka, Xiaofei Wang, Dongmei Wang, Min Tang, Zirun Zhu, Zhuo Chen, Naoyuki Kanda ICASSP 2022 | May 2022 Project
Publication All-Neural Beamformer for Continuous Speech Separation Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda, Zhuo Chen, Xiaofei Wang, Dongmei Wang, Sefik Emre Eskimez ICASSP 2022 | May 2022 Project
Publication DICT-BERT: Enhancing Language Model Pre-Training with Dictionary Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang ACL 2022 | May 2022
Publication PickNet: Real-Time Channel Selection for Ad Hoc Microphone Arrays Takuya Yoshioka, Xiaofei Wang, Dongmei Wang ICASSP 2022 | May 2022 Project
Publication DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Ziming Mao, Chen Henry Wu, Ansong Ni, Yushen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev ACL 2022 | May 2022
Publication Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett ACL 2022 | May 2022
Publication Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation Kushal Arora, Layla El Asri, Hareesh Bahuleyan, Jackie Chi Kit Cheung ACL 2022 | May 2022
Publication When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning Orion Weller, Kevin Seppi, Matt Gardner May 2022
Publication Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou ACL 2022 | May 2022
Publication Tailor: Generating and Perturbing Text with Semantic Controls Alexis Ross, Tongshuang Wu, Hao Peng, Matthew E. Peters, Matt Gardner ACL 2022 | May 2022