Language Modeling

A Survey of Active Learning for Natural Language Processing EMNLP 2022 Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU NAACL 2022 A Unified Encoder-Decoder Framework with Entity Memory EMNLP 2022 A Unified Framework for Pun Generation with Humor Principles EMNLP 2022 Automatic Generation of Large-scale Multi-turn Dialogues from Reddit COLING 2022 A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning ACL 2022 Baked-in State Probing EMNLP 2022 BECEL: Benchmark for Consistency Evaluation of Language Models COLING 2022 BERT-Based Sequence Labelling Approach for Dependency Parsing in Tamil ACL 2022 BERT in Plutarch’s Shadows EMNLP 2022 Better Language Model with Hypernym Class Prediction ACL 2022 Beyond Characters: Subword-level Morpheme Segmentation NAACL 2022 Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence NAACL 2022 Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand NAACL 2022 BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model ACL 2022 Block-Recurrent Transformers NeurIPS 2022 Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech AAAI 2022 Can Edge Probing Tests Reveal Linguistic Knowledge in QA Models? COLING 2022 Can language models learn from explanations in context? EMNLP 2022 Can Language Models Serve as Temporal Knowledge Bases? EMNLP 2022 Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding AAAI 2022 Can We Train a Language Model Inside an End-to-End ASR Model? - Investigating Effective Implicit Language Modeling COLING 2022 Capturing Structural Locality in Non-parametric Language Models ICLR 2022 Causal Distillation for Language Models NAACL 2022 CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native Speakers COLING 2022