Language Modeling

Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation EMNLP 2023 Transparency at the Source: Evaluating and Interpreting Language Models With Access to the True Distribution EMNLP 2023 Tree-Based Representation and Generation of Natural and Mathematical Language ACL 2023 Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023 UIRISC at SemEval-2023 Task 10: Explainable Detection of Online Sexism by Ensembling Fine-tuning Language Models SemEval 2023 Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models ACL 2023 Understanding In-Context Learning via Supportive Pretraining Data ACL 2023 Uniform Complexity for Text Generation EMNLP 2023 Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor ACL 2023 Unnatural language processing: How do language models handle machine-generated prompts? EMNLP 2023 Unsupervised Graph-Text Mutual Conversion with a Unified Pretrained Language Model ACL 2023 Using Collostructional Analysis to evaluate BERT’s representation of linguistic constructions ACL 2023 VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers EMNLP 2023 WebCPM: Interactive Web Search for Chinese Long-form Question Answering ACL 2023 WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings ACL 2023 Why do Nearest Neighbor Language Models Work? ICML 2023 Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation EMNLP 2023 WinoDict: Probing language models for in-context word acquisition EACL 2023 WYWEB: A NLP Evaluation Benchmark For Classical Chinese ACL 2023 ZARA: Improving Few-Shot Self-Rationalization for Small Language Models EMNLP 2023 Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023 ZeroPrompt: Streaming Acoustic Encoders are Zero-Shot Masked LMs Interspeech 2023 Zero-Shot Data Maps. Efficient Dataset Cartography Without Model Training EMNLP 2023 ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP 2023 20Q: Overlap-Free World Knowledge Benchmark for Language Models EMNLP 2022