Language Modeling

Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? EMNLP 2022 Dual Mechanism Priming Effects in Hindi Word Order AACL 2022 Dynamic Nonlinear Mixup with Distance-based Sample Selection COLING 2022 Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal AACL 2022 Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems Interspeech 2022 ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022 Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs COLING 2022 Enhancing Tabular Reasoning with Pattern Exploiting Training AACL 2022 Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal EMNLP 2022 Equivariant Transduction through Invariant Alignment COLING 2022 ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding COLING 2022 Estimating word co-occurrence probabilities from pretrained static embeddings using a log-bilinear model ACL 2022 Evaluating Word Embeddings in Extremely Under-Resourced Languages: A Case Study in Bribri COLING 2022 Event Causality Identification via Derivative Prompt Joint Learning COLING 2022 ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022 Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model ACL 2022 Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation NAACL 2022 Exploring and Adapting Chinese GPT to Pinyin Input Method ACL 2022 Exploring the Effect of Dialect Mismatched Language Models in Telugu Automatic Speech Recognition NAACL 2022 Exposing the Implicit Energy Networks behind Masked Language Models via Metropolis--Hastings ICLR 2022 FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization NAACL 2022 Fair and Argumentative Language Modeling for Computational Argumentation ACL 2022 Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning COLING 2022 Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline COLING 2022 Fine-Grained Controllable Text Generation Using Non-Residual Prompting ACL 2022