| 2025 | ACL | CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions. | Tamer Alkhouli, Katerina Margatina, James Gung, Raphael Shu, Claudia Zaghi, Monica Sunkara, Yi Zhang |
| 2025 | ACL | TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues. | Yubin Ge, Salvatore Romeo, Jason Cai, Raphael Shu, Yassine Benajiba, Monica Sunkara, Yi Zhang |
| 2025 | COLING | Structured List-Grounded Question Answering. | Mujeen Sung, Song Feng, James Gung, Raphael Shu, Yi Zhang, Saab Mansour |
| 2025 | NAACL | Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation. | Mahnaz Koupaee, Jake W. Vincent, Saab Mansour, Igor Shalyminov, Han He, Hwanjun Song, Raphael Shu, Jianfeng He, Yi Nian, Amy Wing-mei Wong, Kyu J. Han, Hang Su |
| 2023 | EMNLP | Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification. | Mujeen Sung, James Gung, Elman Mansimov, Nikolaos Pappas, Raphael Shu, Salvatore Romeo, Yi Zhang, Vittorio Castelli |
| 2023 | IJCNLP | Conversation Style Transfer using Few-Shot Learning. | Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth |
| 2023 | SIGdial | DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems. | Qingyang Wu, James Gung, Raphael Shu, Yi Zhang |
| 2021 | INLG | GraphPlan: Story Generation by Planning with Event Graph. | Hong Chen, Raphael Shu, Hiroya Takamura, Hideki Nakayama |
| 2020 | AAAI | Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior. | Raphael Shu, Jason Lee, Hideki Nakayama, Kyunghyun Cho |
| 2020 | EMNLP | Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation. | Jason Lee, Raphael Shu, Kyunghyun Cho |
| 2019 | ACL | Generating Diverse Translations with Sentence Codes. | Raphael Shu, Hideki Nakayama, Kyunghyun Cho |
| 2019 | NAACL | Enabling Real-time Neural IME with Incremental Vocabulary Selection. | Jiali Yao, Raphael Shu, Xinjian Li, Katsutoshi Ohtsuki, Hideki Nakayama |
| 2018 | ACL | Improving Beam Search by Removing Monotonic Constraint for Neural Machine Translation. | Raphael Shu, Hideki Nakayama |
| 2018 | ICLR | Compressing Word Embeddings via Deep Compositional Code Learning. | Raphael Shu, Hideki Nakayama |
| 2016 | COLING | Generating Video Description using Sequence-to-sequence Model with Temporal Attention. | Natsuda Laokulrat, Sang Phan, Noriki Nishida, Raphael Shu, Yo Ehara, Naoaki Okazaki, Yusuke Miyao, Hideki Nakayama |