Language Modeling

Adapting Long Context NLM for ASR Rescoring in Conversational Agents Interspeech 2021 A Discriminative Entity-Aware Language Model for Virtual Assistants Interspeech 2021 Adjunct-Emeritus Distillation for Semi-Supervised Language Model Adaptation Interspeech 2021 AfriKI: Machine-in-the-Loop Afrikaans Poetry Generation EACL 2021 A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract) AAAI 2021 An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models ACL 2021 An Immersive Computational Text Analysis Course for Non-Computer Science Students at Barnard College NAACL 2021 An Investigation of Language Model Interpretability via Sentence Editing EMNLP 2021 A Pilot Study for BERT Language Modelling and Morphological Analysis for Ancient and Medieval Greek EMNLP 2021 Arabic Compact Language Modelling for Resource Limited Devices EACL 2021 AraGPT2: Pre-Trained Transformer for Arabic Language Generation EACL 2021 A Simple and Effective Positional Encoding for Transformers EMNLP 2021 AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models EMNLP 2021 A Survey on Spoken Language Understanding: Recent Advances and New Frontiers IJCAI 2021 A Targeted Assessment of Incremental Processing in Neural Language Models and Humans ACL 2021 Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations EMNLP 2021 AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation ACL 2021 BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language CoNLL 2021 BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining ICML 2021 BERT Goes Shopping: Comparing Distributional Models for Product Representations ACL 2021 Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models NeurIPS 2021 Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer EMNLP 2021 Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation ACL 2021 Can Character-based Language Models Improve Downstream Task Performances In Low-Resource And Noisy Language Scenarios? EMNLP 2021 Can Transformer Language Models Predict Psychometric Properties? ACL 2021