Picture for Lifu Tu

Lifu Tu

Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP

Aug 27, 2021
Lifu Tu

Figure 1 for Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP

Figure 2 for Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP

Figure 3 for Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP

Figure 4 for Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP

* Ph.D. Thesis

Access Paper or Ask Questions

An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks

Oct 06, 2020
Lifu Tu, Tianyu Liu, Kevin Gimpel

Figure 1 for An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks

Figure 2 for An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks

Figure 3 for An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks

Figure 4 for An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks

* EMNLP 2020. The first two authors contributed equally

Access Paper or Ask Questions

An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models

Aug 11, 2020
Lifu Tu, Garima Lalwani, Spandana Gella, He He

Figure 1 for An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models

Figure 2 for An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models

Figure 3 for An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models

Figure 4 for An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models

* Accepted to TACL 2020

Access Paper or Ask Questions

ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation

May 12, 2020
Lifu Tu, Richard Yuanzhe Pang, Sam Wiseman, Kevin Gimpel

Figure 1 for ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation

Figure 2 for ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation

Figure 3 for ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation

Figure 4 for ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation

* ACL 2020 camera-ready version

Access Paper or Ask Questions