Yogatama, Dani

20 publications

ICLR 2025 DeLLMa: Decision Making Under Uncertainty with Large Language Models Ollie Liu, Deqing Fu, Dani Yogatama, Willie Neiswanger

ICLR 2025 The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities Zhaofeng Wu, Xinyan Velocity Yu, Dani Yogatama, Jiasen Lu, Yoon Kim

NeurIPSW 2024 Causal Interventions on Causal Paths: Mapping GPT-2's Reasoning from Syntax to Semantics Isabelle Lee, Joshua Lum, Ziyi Liu, Dani Yogatama

ICLR 2024 Interpretable Diffusion via Information Decomposition Xianghao Kong, Ollie Liu, Han Li, Dani Yogatama, Greg Ver Steeg

TMLR 2023 High-Modality Multimodal Transformer: Quantifying Modality & Interaction Heterogeneity for High-Modality Representation Learning Paul Pu Liang, Yiwei Lyu, Xiang Fan, Jeffrey Tsaw, Yudong Liu, Shentong Mo, Dani Yogatama, Louis-Philippe Morency, Russ Salakhutdinov

NeurIPS 2022 A Contrastive Framework for Neural Text Generation Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier

TMLR 2022 Emergent Abilities of Large Language Models Jason Wei, Yi Tay, Rishi Bommasani, Colin Raffel, Barret Zoph, Sebastian Borgeaud, Dani Yogatama, Maarten Bosma, Denny Zhou, Donald Metzler, Ed H. Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, William Fedus

ICLR 2022 Scale Efficiently: Insights from Pretraining and Finetuning Transformers Yi Tay, Mostafa Dehghani, Jinfeng Rao, William Fedus, Samira Abnar, Hyung Won Chung, Sharan Narang, Dani Yogatama, Ashish Vaswani, Donald Metzler

NeurIPS 2021 End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering Devendra Singh, Siva Reddy, Will Hamilton, Chris Dyer, Dani Yogatama

NeurIPS 2021 Mind the Gap: Assessing Temporal Generalization in Neural Language Models Angeliki Lazaridou, Adhi Kuncoro, Elena Gribovskaya, Devang Agrawal, Adam Liska, Tayfun Terzi, Mai Gimenez, Cyprien de Masson d'Autume, Tomas Kocisky, Sebastian Ruder, Dani Yogatama, Kris Cao, Susannah Young, Phil Blunsom

ICLR 2021 Random Feature Attention Hao Peng, Nikolaos Pappas, Dani Yogatama, Roy Schwartz, Noah Smith, Lingpeng Kong

ICLR 2020 A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong, Cyprien de Masson d'Autume, Wang Ling, Lei Yu, Zihang Dai, Dani Yogatama

NeurIPS 2019 Episodic Memory in Lifelong Language Learning Cyprien de Masson d'Autume, Sebastian Ruder, Lingpeng Kong, Dani Yogatama

ICLR 2019 Variational Smoothing in Recurrent Neural Network Language Models Lingpeng Kong, Gabor Melis, Wang Ling, Lei Yu, Dani Yogatama

ICLR 2018 Memory Architectures in Recurrent Neural Network Language Models Dani Yogatama, Yishu Miao, Gabor Melis, Wang Ling, Adhiguna Kuncoro, Chris Dyer, Phil Blunsom

ICLR 2017 Learning to Compose Words into Sentences with Reinforcement Learning Dani Yogatama, Phil Blunsom, Chris Dyer, Edward Grefenstette, Wang Ling

ICML 2016 Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin Dario Amodei, Sundaram Ananthanarayanan, Rishita Anubhai, Jingliang Bai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Qiang Cheng, Guoliang Chen, Jie Chen, Jingdong Chen, Zhijie Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, Ke Ding, Niandong Du, Erich Elsen, Jesse Engel, Weiwei Fang, Linxi Fan, Christopher Fougner, Liang Gao, Caixia Gong, Awni Hannun, Tony Han, Lappi Johannes, Bing Jiang, Cai Ju, Billy Jun, Patrick LeGresley, Libby Lin, Junjie Liu, Yang Liu, Weigao Li, Xiangang Li, Dongpeng Ma, Sharan Narang, Andrew Ng, Sherjil Ozair, Yiping Peng, Ryan Prenger, Sheng Qian, Zongfeng Quan, Jonathan Raiman, Vinay Rao, Sanjeev Satheesh, David Seetapun, Shubho Sengupta, Kavya Srinet, Anuroop Sriram, Haiyuan Tang, Liliang Tang, Chong Wang, Jidong Wang, Kaifu Wang, Yi Wang, Zhijian Wang, Zhiqian Wang, Shuang Wu, Likai Wei, Bo Xiao, Wen Xie, Yan Xie, Dani Yogatama, Bin Yuan, Jun Zhan, Zhenyao Zhu

ICML 2015 Learning Word Representations with Hierarchical Sparse Coding Dani Yogatama, Manaal Faruqui, Chris Dyer, Noah Smith

AISTATS 2014 Efficient Transfer Learning Method for Automatic Hyperparameter Tuning Dani Yogatama, Gideon Mann

ICML 2014 Making the Most of Bag of Words: Sentence Regularization with Alternating Direction Method of Multipliers Dani Yogatama, Noah Smith