Representation Learning

Disentangling Visual and Written Concepts in CLIP CVPR 2022 Disentangling Whether from When in a Neural Mixture Cure Model for Failure Time Data AISTATS 2022 Distance-Based Sound Separation Interspeech 2022 Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction NAACL 2022 Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs NeurIPS 2022 Distinguishing Homophenes Using Multi-Head Visual-Audio Memory for Lip Reading AAAI 2022 Distributionally Robust Structure Learning for Discrete Pairwise Markov Networks AISTATS 2022 Distribution Aware VoteNet for 3D Object Detection AAAI 2022 Distribution-Based Measures of Surprise for Creative Language: Experiments with Humor and Metaphor EMNLP 2022 Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates AAAI 2022 Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts NAACL 2022 Divert More Attention to Vision-Language Tracking NeurIPS 2022 Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents ACL 2022 DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022 Do As I Can, Not As I Say: Grounding Language in Robotic Affordances CoRL 2022 Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning COLING 2022 Document-level Relation Extraction via Subgraph Reasoning IJCAI 2022 Document Retrieval and Claim Verification to Mitigate COVID-19 Misinformation ACL 2022 Do Decoding Algorithms Capture Discourse Structure in Multi-Modal Tasks? A Case Study of Image Paragraph Generation EMNLP 2022 Do deep networks transfer invariances across classes? ICLR 2022 Does BERT Know that the IS-A Relation Is Transitive? ACL 2022 Does BERT really agree ? Fine-grained Analysis of Lexical Dependence on a Syntactic Task ACL 2022 Does BERT Recognize an Agent? Modeling Dowty’s Proto-Roles with Contextual Embeddings COLING 2022 Does Corpus Quality Really Matter for Low-Resource Languages? EMNLP 2022 Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge NAACL 2022