Foundation Models

Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering COLING 2022 MLLabs-LIG at TempoWiC 2022: A Generative Approach for Examining Temporal Meaning Shift EMNLP 2022 MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control NeurIPS 2022 MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective EMNLP 2022 Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder EMNLP 2022 Modeling Information Change in Science Communication with Semantically Matched Paraphrases EMNLP 2022 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022 MTI-Net: A Multi-Target Speech Intelligibility Prediction Model Interspeech 2022 Multi-layer State Evolution Under Random Convolutional Design NeurIPS 2022 Multi-Path Transformer is Better: A Case Study on Neural Machine Translation EMNLP 2022 Multi-Stage Prompting for Knowledgeable Dialogue Generation ACL 2022 NaturalProver: Grounded Mathematical Proof Generation with Language Models NeurIPS 2022 Neural Attentive Circuits NeurIPS 2022 NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation NeurIPS 2022 Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval ICML 2022 NOMAD: Nonlinear Manifold Decoders for Operator Learning NeurIPS 2022 Nowruz at SemEval-2022 Task 7: Tackling Cloze Tests with Transformers and Ordinal Regression SemEval 2022 Offline-to-Online Co-Evolutional User Simulator and Dialogue System EMNLP 2022 On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization EMNLP 2022 On the Cusp of Comprehensibility: Can Language Models Distinguish Between Metaphors and Nonsense? EMNLP 2022 On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features ICML 2022 On the Role of Bidirectionality in Language Model Pre-Training EMNLP 2022 Optimizing Tensor Network Contraction Using Reinforcement Learning ICML 2022 Outlier Dimensions that Disrupt Transformers are Driven by Frequency EMNLP 2022 OW-DETR: Open-World Detection Transformer CVPR 2022