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Representation Learning

2843 directly classified papers

Papers per year

Papers

Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract) AAAI 2022
Dual Mechanism Priming Effects in Hindi Word Order IJCNLP 2022
Semantic Shift Stability: Efficient Way to Detect Performance Degradation of Word Embeddings and Pre-trained Language Models IJCNLP 2022
Double Trouble: How to not Explain a Text Classifier’s Decisions Using Counterfactuals Synthesized by Masked Language Models? IJCNLP 2022
Conditional GANs with Auxiliary Discriminative Classifier ICML 2022
Disentangled Variational Topic Inference for Topic-Accurate Financial Report Generation EMNLP 2022
LDPP at the FinNLP-2022 ERAI Task: Determinantal Point Processes and Variational Auto-encoders for Identifying High-Quality Opinions from a pool of Social Media Posts EMNLP 2022
Exploring the Effects of Negation and Grammatical Tense on Bias Probes IJCNLP 2022
New or Old? Exploring How Pre-Trained Language Models Represent Discourse Entities COLING 2022
Coalescing Global and Local Information for Procedural Text Understanding COLING 2022
Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task COLING 2022
Generic Overgeneralization in Pre-trained Language Models COLING 2022
How about Time? Probing a Multilingual Language Model for Temporal Relations COLING 2022
Can Transformers Process Recursive Nested Constructions, Like Humans? COLING 2022
Does BERT Recognize an Agent? Modeling Dowty’s Proto-Roles with Contextual Embeddings COLING 2022
Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders COLING 2022
CILex: An Investigation of Context Information for Lexical Substitution Methods COLING 2022
Neuron Dependency Graphs: A Causal Abstraction of Neural Networks ICML 2022
Frustratingly Easy Transferability Estimation ICML 2022
Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022
Action-Sufficient State Representation Learning for Control with Structural Constraints ICML 2022
Datamodels: Understanding Predictions with Data and Data with Predictions ICML 2022
Matching Learned Causal Effects of Neural Networks with Domain Priors ICML 2022
Composing Partial Differential Equations with Physics-Aware Neural Networks ICML 2022
Interpreting Language Models with Contrastive Explanations EMNLP 2022