Reversibility reconsidered: finite-state factors for efficient probabilistic sampling in parsing and generation. - Marc Dymetman; Sriram Venkatapathy; Chunyang Xiao (EMNLP, 2015)

Move from Perturbed scheme to exponential weighting average. - Chunyang Xiao (CoRR, 2015)

Sequence-based Structured Prediction for Semantic Parsing. - Chunyang Xiao; Marc Dymetman; Claire Gardent (ACL (1), 2016)

Orthogonality regularizer for question answering. - Chunyang Xiao; Guillaume Bouchard; Marc Dymetman; Claire Gardent (*SEM@ACL, 2016)

Log-Linear RNNs: Towards Recurrent Neural Networks with Flexible Prior Knowledge. - Marc Dymetman; Chunyang Xiao (CoRR, 2016)

Symbolic Priors for RNN-based Semantic Parsing. - Chunyang Xiao; Marc Dymetman; Claire Gardent (IJCAI, 2017)

Neural-Symbolic Learning for Semantic Parsing. (Analyse sémantique avec apprentissage neuro-symbolique). - Chunyang Xiao (2017)

Grammatical Sequence Prediction for Real-Time Neural Semantic Parsing. - Chunyang Xiao; Christoph Teichmann; Konstantine Arkoudas (CoRR, 2019)

A call for better unit testing for invariant risk minimisation. - Chunyang Xiao; Pranava Madhyastha (CoRR, 2021)

A Two-Layer Precoding Approach for the Integrated Sensing and Communication in Downlink MIMO Systems. - Chunyang Xiao; Jichong Guo; Zhaoqi Wang; Xiqing Liu; Qiu Yang (VTC Fall, 2023)

Towards Robust Aspect-based Sentiment Analysis through Non-counterfactual Augmentations. - Xinyu Liu; Yan Ding; Kaikai An; Chunyang Xiao; Pranava Madhyastha; Tong Xiao; Jingbo Zhu (CoRR, 2023)

Translate-and-Revise: Boosting Large Language Models for Constrained Translation. - Pengcheng Huang 004; Yongyu Mu; Yuzhang Wu; Bei Li; Chunyang Xiao; Tong Xiao; Jingbo Zhu (CCL, 2024)

Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models. - Xinyu Liu; Runsong Zhao; Pengcheng Huang 004; Chunyang Xiao; Bei Li; Jingang Wang; Tong Xiao; JingBo Zhu (EMNLP, 2024)

More Effective LLM Compressed Tokens with Uniformly Spread Position Identifiers and Compression Loss. - Runsong Zhao; Pengcheng Huang 004; Xinyu Liu; Chunyang Xiao; Tong Xiao; Jingbo Zhu (CoRR, 2024)

Interference Mitigation in Multi-Cell ISAC Systems: A Three-Dimensional MIMO Precoding Approach. - Zhaoqi Wang; Chunyang Xiao; Xiqing Liu; Mugen Peng; Ji-Chong Guo (IEEE Commun. Lett., 2024)

Automatic Labelling with Open-source LLMs using Dynamic Label Schema Integration. - Thomas Walshe; Sae Young Moon; Chunyang Xiao; Yawwani Gunawardana; Fran Silavong (CoRR, 2025)