Lifu Tu

38 papers A* 3Journal 22Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
LLM NL2SQL Robustness: Surface Noise vs. Linguistic Variation in Traditional and Agentic Settings.
CoRR
Lifu Tu, Rongguang Wang, Tao Sheng, Sujjith Ravi, Dan Roth
2025 J jnl
Retrofitting Small Multilingual Models for Retrieval: Matching 7B Performance with 300M Parameters.
CoRR
Lifu Tu, Yingbo Zhou, Semih Yavuz
2024 — conf
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning.
EACL (Findings)
Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou
2024 J jnl
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown.
CoRR
Lifu Tu, Rui Meng, Shafiq Joty, Yingbo Zhou, Semih Yavuz
2024 — conf
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models.
EMNLP (Findings)
Rui Meng, Ye Liu, Lifu Tu, Daqing He, Yingbo Zhou, Semih Yavuz
2024 J jnl
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models.
CoRR
Rui Meng, Ye Liu, Lifu Tu, Daqing He, Yingbo Zhou, Semih Yavuz
2024 A* conf
Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding.
EMNLP
Lifu Tu, Semih Yavuz, Jin Qu, Jiacheng Xu, Rui Meng, Caiming Xiong, Yingbo Zhou
2024 — conf
xGen-VideoSyn-1: High-Fidelity Text-to-Video Synthesis with Compressed Representations.
ECCV Workshops (5)
Can Qin, Congying Xia, Krithika Ramakrishnan, Michael S. Ryoo, Lifu Tu, Yihao Feng, Manli Shu, Honglu Zhou, Anas Awadalla, Jun Wang, Senthil Purushwalkam, Le Xue, Yingbo Zhou, Huan Wang, Silvio Savarese, Juan Carlos Niebles, Zeyuan Chen, Ran Xu, Caiming Xiong
2024 J jnl
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations.
CoRR
Can Qin, Congying Xia, Krithika Ramakrishnan, Michael S. Ryoo, Lifu Tu, Yihao Feng, Manli Shu, Honglu Zhou, Anas Awadalla, Jun Wang, Senthil Purushwalkam, Le Xue, Yingbo Zhou, Huan Wang, Silvio Savarese, Juan Carlos Niebles, Zeyuan Chen, Ran Xu, Caiming Xiong
2023 A* conf
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.
ICLR
Erik Nijkamp, Bo Pang, Hiroaki Hayashi, Lifu Tu, Huan Wang, Yingbo Zhou, Silvio Savarese, Caiming Xiong
2023 J jnl
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning.
CoRR
Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou
2023 J jnl
Unlocking Anticipatory Text Generation: A Constrained Approach for Faithful Decoding with Large Language Models.
CoRR
Lifu Tu, Semih Yavuz, Jin Qu, Jiacheng Xu, Rui Meng, Caiming Xiong, Yingbo Zhou
2023 J jnl
XGen-7B Technical Report.
CoRR
Erik Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang, Congying Xia, Chen Xing, Jesse Vig, Semih Yavuz, Philippe Laban, Ben Krause, Senthil Purushwalkam, Tong Niu, Wojciech Kryscinski, Lidiya Murakhovs'ka, Prafulla Kumar Choubey, Alexander R. Fabbri, Ye Liu, Rui Meng, Lifu Tu, Meghana Bhat, Chien-Sheng Wu, Silvio Savarese, Yingbo Zhou, Shafiq Joty, Caiming Xiong
2022 J jnl
A Conversational Paradigm for Program Synthesis.
CoRR
Erik Nijkamp, Bo Pang, Hiroaki Hayashi, Lifu Tu, Huan Wang, Yingbo Zhou, Silvio Savarese, Caiming Xiong
2022 — conf
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models.
EMNLP (Findings)
Lifu Tu, Caiming Xiong, Yingbo Zhou
2022 J jnl
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models.
CoRR
Lifu Tu, Caiming Xiong, Yingbo Zhou
2022 J jnl
Unsupervised Dense Retrieval Deserves Better Positive Pairs: Scalable Augmentation with Query Extraction and Generation.
CoRR
Rui Meng, Ye Liu, Semih Yavuz, Divyansh Agarwal, Lifu Tu, Ning Yu, Jianguo Zhang, Meghana Bhat, Yingbo Zhou
2021 J jnl
Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP.
CoRR
Lifu Tu
2020 J jnl
An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models.
CoRR
Lifu Tu, Garima Lalwani, Spandana Gella, He He
2020 J jnl
An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models.
Trans. Assoc. Comput. Linguistics
Lifu Tu, Garima Lalwani, Spandana Gella, He He
2020 — conf
An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks.
EMNLP (1)
Lifu Tu, Tianyu Liu, Kevin Gimpel
2020 J jnl
An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks.
CoRR
Lifu Tu, Tianyu Liu, Kevin Gimpel
2020 A* conf
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation.
ACL
Lifu Tu, Richard Yuanzhe Pang, Sam Wiseman, Kevin Gimpel
2020 J jnl
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation.
CoRR
Lifu Tu, Richard Yuanzhe Pang, Sam Wiseman, Kevin Gimpel
2020 — conf
Improving Joint Training of Inference Networks and Structured Prediction Energy Networks.
SPNLP@EMNLP
Lifu Tu, Richard Yuanzhe Pang, Kevin Gimpel
2019 — conf
Benchmarking Approximate Inference Methods for Neural Structured Prediction.
NAACL-HLT (1)
Lifu Tu, Kevin Gimpel
2019 J jnl
Benchmarking Approximate Inference Methods for Neural Structured Prediction.
CoRR
Lifu Tu, Kevin Gimpel
2019 — conf
Generating Diverse Story Continuations with Controllable Semantics.
NGT@EMNLP-IJCNLP
Lifu Tu, Xiaoan Ding, Dong Yu, Kevin Gimpel
2019 J jnl
Generating Diverse Story Continuations with Controllable Semantics.
CoRR
Lifu Tu, Xiaoan Ding, Dong Yu, Kevin Gimpel
2019 J jnl
Improving Joint Training of Inference Networks and Structured Prediction Energy Networks.
CoRR
Lifu Tu, Richard Yuanzhe Pang, Kevin Gimpel
2018 — conf
Learning Approximate Inference Networks for Structured Prediction.
ICLR (Poster)
Lifu Tu, Kevin Gimpel
2018 J jnl
Learning Approximate Inference Networks for Structured Prediction.
CoRR
Lifu Tu, Kevin Gimpel
2018 — conf
Quality Signals in Generated Stories.
*SEM@NAACL-HLT
Manasvi Sagarkar, John Wieting, Lifu Tu, Kevin Gimpel
2017 — conf
Learning to Embed Words in Context for Syntactic Tasks.
Rep4NLP@ACL
Lifu Tu, Kevin Gimpel, Karen Livescu
2017 J jnl
Learning to Embed Words in Context for Syntactic Tasks.
CoRR
Lifu Tu, Kevin Gimpel, Karen Livescu
2017 — conf
Pay Attention to the Ending: Strong Neural Baselines for the ROC Story Cloze Task.
ACL (2)
Zheng Cai, Lifu Tu, Kevin Gimpel
2016 — conf
Commonsense Knowledge Base Completion.
ACL (1)
Xiang Li, Aynaz Taheri, Lifu Tu, Kevin Gimpel
2016 J jnl
Network Inference by Learned Node-Specific Degree Prior.
CoRR
Qingming Tang, Lifu Tu, Weiran Wang, Jinbo Xu