Research/Publications
- TOPIC-BASED LISTS:
Generation (Summarization, Dialogue, QG, Translation, Captioning, Robotic Instruction Generation, Explanation Generation, etc.): EMNLP23a, EMNLP23b, EMNLP23d, NeurIPS23c, ACL23a, ACL23d, ACLF23c, ICLR23a, EACL23a, EACL23b, EMNLP22c, AMTA22a, NAACL22a, NAACL22d, NAACL22f, NAACL22g, NAACL22h, NAACLF22d, NAACL22i, ACL22a, ACL22b, EMNLPF21a, EMNLP21i, CoNLL21a, ACL21b, ACL21c, ACL21e, ACLF21a, ACL21g, *SEM21a, NAACL21f, NAACL21g, NAACL21h, NAACL21l, AAAI21b, EMNLP20a, EMNLP20g, EMNLPF20a, ECCV20, ACL20e, AAAI20c, AAAI20d, EMNLP19e, ACL19d, ACL19f, NAACL19a, NAACL19c, EMNLP18a, EMNLP18c, EMNLP18d, EMNLP18f, CoNLL18, COLING18, TACL18, ACL18a, ACL18b, NAACL18b, NAACL18e, EMNLP17a, EMNLP17b, ACL17, CVPR17, HRI17, AAAI17b, NAACL16a.
Multimodal (Images+/Videos+/Actions+Language, Grounding, RoboNLP, Navigation/Assembling, Instruction Understanding+Generation): Arxiv23a, Arxiv23b, Arxiv23c, Arxiv23d, Arxiv23e, NeurIPS23a, NeurIPS23b, NeurIPS23e, NeurIPS23g, NeurIPS23h, NeurIPS23i, EMNLPF23a, EMNLPF23b, ICCV23a, ICCV23b, ICCV23c, ACL23c, ACL23e, CVPR23a, CVPR23b, CVPR23c, CVPR23d, CVPR23e, WACV23a, EMNLP22a, EMNLP22d, NeurIPS22a, NeurIPS22b, NeurIPS22d, NeurIPS22f, ECCV22a, ECCV22b, COLING22b, NAACL22b, NAACLF22a, NAACLF22b, NAACLF22c, CVPR22a, CVPR22b, CVPR22W, ICLR22a, AAAI22a, AAAI22b, NeurIPS21a, NeurIPS21b, NeurIPS21d, EMNLP21g, EMNLP21c, ICML21a, ACL21d, NAACL21b, NAACL21c, NAACL21d, CVPR21a, AAAI21a, AAAI21c, EMNLP20b, EMNLP20d, EMNLPF20b, ECCV20, ACL20d, ACL20e, ACL20f, IJCAI20, AAAI20b, AAAI20d, ICRA20, EMNLP19a, ACL19d, ACL19e, NAACL19a, CVPR19, ICRA19, EMNLP18d, EMNLP18e, EMNLP18f, NAACL18a, NAACL18e, NAACL18f, CVPR18, AAAI18, WACV18, EMNLP17a, EMNLP17b, EMNLP17c, ACL17, CVPR17, HRI17, AAAI17a, EMNLP16b, EMNLP16c, CVPR16, AAAI16, CVPR14.
Explainability, Interpretability, Diagnosis, Adversarial Learning, Data-Augmentation: Arxiv23f, Arxiv23g, Arxiv23h, EMNLP23a, EMNLP23c, EMNLPF23b, NeurIPS23c , NeurIPS23f, ICCV23a, *SEM23a, ACL23a, ACLF23b, ACLF23c, IJCAI23a, ICLR23a, EACL23b, EACL23c, EMNLP22b, EMNLP22c, EMNLPF22a, TACL22a, ACL22b, ACL22c, NAACL22d, NeurIPS21c, EMNLP21a, EMNLP21d, EMNLP20f, EMNLP20h, EMNLPF20a, EMNLPF20d, ACL20a, ACL20c, ACL20f, IJCAI20, AAAI20a, EMNLP19b, EMNLP19c, EMNLP19e, ACL19b, ACL19c, NAACL19a, AAAI19b, CoNLL18, NAACL18c, NAACL18d, EMNLP16a.
Efficiency: Parameter-Efficient Learning, Few-Shot Learning, Model Merging, Adapters, Side-Tuning, Continual+Transfer Learning, MoE, etc. : Arxiv23i, Arxiv23j, Arxiv23k, Arxiv23l, NeurIPS23d, EMNLPF23a, CVPR23e, ACL23f, ACLF23a, NeurIPS22c, NeurIPS22e, CVPR22b, EMNLP21e, EMNLP21h, ACL19a.
QA: NeurIPS23g, ACL23b, EACL23f, AAAI22b, EMNLP20f, EMNLPF20d, ACL20d, ACL20f, AAAI20b, EMNLP19b, EMNLP19c, EMNLP19d, ACL19b, ACL19c, ACL19e, CVPR19, EMNLP18c, EMNLP18e, NAACL18d, EMNLP16c, EMNLP16d, ACL15.
AutoML, Architecture Learning, Controllers, Bandits, MTL, RL: Repl4NLP21, EMNLP20g, EMNLPF20d, EMNLPF20e, AAAI20a, EMNLP19e, ACL19a, NAACL19b, COLING18, TACL18, ACL18a, ACL18b, NAACL18b, EMNLP17a, ACL17, CVPR17.
NLU (NLI/Entailment/Next-Event Prediction, Fact Verification, Debiasing, Uncertainty, Representation Learning, Paraphrasing, Commonsense, Knowledge Graphs, Parsing, Relation Extraction, etc.): COLING22a, NAACL22c, NAACL22d, NAACL22e, NAACL22h, ACLF22a, EMNLP21b, EMNLP21c, ACL21f, ACLF21a, NAACL21a, NAACL21j, EACL21a, EACL21b, EACL23d, EMNLP20b, EMNLP20c, EMNLP20d, EMNLP20e, EMNLP20h, EMNLPF20c, ACL20b, ACL20c, ICRA20, EMNLP19d, AAAI19a, AAAI19b, EMNLP18c, EMNLP18f, NAACL18f, RepEval17, EMNLP17a, ACL17, ACL16, EMNLP16e, Repl4NLP16, NAACL16b, ICLR16, TACL15a, NAACL15, TACL15b, ACL14a, ACL14b.
Social-NLP, Human Factors, Personality, Endangered Languages, etc.: ICCV23a, EACL23d, ACL22a, ACL21g, EMNLP20a, ACL20c, EMNLP18b, TACL18, WiNLP18, NAACL18c, NAACL18e, EMNLP16a, CVPR16.