Title |
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 The Interpreter Understands Your Meaning: End-to-end Spoken Language
Understanding Aided by Speech TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Do Transformers Parse while Predicting the Masked Word?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 NxPlain: Web-based Tool for Discovery of Latent ConceptsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 |
 On the Role of Morphological Information for Contextual LemmatizationInternational Conference on Computational Logic (ICCL), 2023 |
 Evaluating Neuron Interpretation Methods of NLP ModelsNeural Information Processing Systems (NeurIPS), 2023 |
 Localization vs. Semantics: Visual Representations in Unimodal and
Multimodal ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 |
 ConceptX: A Framework for Latent Concept AnalysisAAAI Conference on Artificial Intelligence (AAAI), 2022 |
 The Architectural Bottleneck PrincipleConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Impact of Adversarial Training on Robustness and Generalizability of
Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Do Charge Prediction Models Learn Legal Theory?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 The Better Your Syntax, the Better Your Semantics? Probing Pretrained
Language Models for the English Comparative CorrelativeConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 On the Transformation of Latent Space in Fine-Tuned NLP ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Understanding Domain Learning in Language Models Through Subpopulation
AnalysisBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022 |
 Probing with Noise: Unpicking the Warp and Weft of EmbeddingsBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022 |
 Post-hoc analysis of Arabic transformer modelsBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022 |
 Measures of Information Reflect Memorization PatternsNeural Information Processing Systems (NeurIPS), 2022 |
 Predicting Fine-Tuning Performance with ProbingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Survey: Exploiting Data Redundancy for Optimization of Deep LearningACM Computing Surveys (ACM CSUR), 2022 |
 Proton: Probing Schema Linking Information from Pre-trained Language
Models for Text-to-SQL ParsingKnowledge Discovery and Data Mining (KDD), 2022 |
 Analyzing Encoded Concepts in Transformer Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 |
 Discovering Salient Neurons in Deep NLP ModelsJournal of machine learning research (JMLR), 2022 |
 AST-Probe: Recovering abstract syntax trees from hidden representations
of pre-trained language modelsInternational Conference on Automated Software Engineering (ASE), 2022 |
 BridgeTower: Building Bridges Between Encoders in Vision-Language
Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 |
 DivEMT: Neural Machine Translation Post-Editing Effort Across
Typologically Diverse LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Discovering Latent Concepts Learned in BERTInternational Conference on Learning Representations (ICLR), 2022 |
 Implicit N-grams Induced by RecurrenceNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Xiaobing Sun Wei Lu |
 It Takes Two Flints to Make a Fire: Multitask Learning of Neural
Relation and Explanation ClassifiersInternational Conference on Computational Logic (ICCL), 2022 |
 Fine-Tuning can Distort Pretrained Features and Underperform
Out-of-DistributionInternational Conference on Learning Representations (ICLR), 2022 |
 Evaluating the Construct Validity of Text Embeddings with Application to
Survey QuestionsEPJ Data Science (EPJ Data Sci.), 2022 |
 Locating and Editing Factual Associations in GPTNeural Information Processing Systems (NeurIPS), 2022 |
 Table Pre-training: A Survey on Model Architectures, Pre-training
Objectives, and Downstream TasksInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 |
 Variation and generality in encoding of syntactic anomaly information in
sentence embeddingsBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2021 |
 Fast Model Editing at ScaleInternational Conference on Learning Representations (ICLR), 2021 |
