Language Modeling

Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models EACL 2021 Do Long-Range Language Models Actually Use Long-Range Context? EMNLP 2021 Don’t Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models ACL 2021 DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation ACL 2021 ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning EMNLP 2021 Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning EMNLP 2021 Efficient Domain Adaptation of Language Models via Adaptive Tokenization EMNLP 2021 Efficient Nearest Neighbor Language Models EMNLP 2021 eMLM: A New Pre-training Objective for Emotion Related Tasks ACL 2021 Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience EMNLP 2021 EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering ACL 2021 ERNIE-Doc: A Retrospective Long-Document Modeling Transformer ACL 2021 ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora EMNLP 2021 Evaluating language models for the retrieval and categorization of lexical collocations EACL 2021 Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools EMNLP 2021 Examining the Inductive Bias of Neural Language Models with Artificial Languages ACL 2021 Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle NAACL 2021 Explicit Tone Transcription Improves ASR Performance in Extremely Low-Resource Languages: A Case Study in Bribri NAACL 2021 Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ACL 2021 Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021 Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation? EMNLP 2021 Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks AAAI 2021 Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach EMNLP 2021 Finetuning Pretrained Transformers into Variational Autoencoders EMNLP 2021 Flamingos and Hedgehogs in the Croquet-Ground: Teaching Evaluation of NLP Systems for Undergraduate Students NAACL 2021