Language Modeling

CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks EMNLP 2023 COHESENTIA: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts EMNLP 2023 Combining Active Learning and Task Adaptation with BERT for Cost-Effective Annotation of Social Media Datasets ACL 2023 CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics ACL 2023 Comparing domain-specific and domain-general BERT variants for inferred real-world knowledge through rare grammatical features in Serbian EACL 2023 Complementary Explanations for Effective In-Context Learning ACL 2023 Compositional Exemplars for In-context Learning ICML 2023 Computational Language Acquisition with Theory of Mind ICLR 2023 CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling EMNLP 2023 Constructing Word-Context-Coupled Space Aligned with Associative Knowledge Relations for Interpretable Language Modeling ACL 2023 Context Compression for Auto-regressive Transformers with Sentinel Tokens EMNLP 2023 Contextual Embeddings for Ukrainian: A Large Language Model Approach to Word Sense Disambiguation EACL 2023 ContraCLM: Contrastive Learning For Causal Language Model ACL 2023 Contrastive Deterministic Autoencoders For Language Modeling EMNLP 2023 Coverage-based Example Selection for In-Context Learning EMNLP 2023 Cramming: Training a Language Model on a single GPU in one day. ICML 2023 Data-Efficient French Language Modeling with CamemBERTa ACL 2023 DATScore: Evaluating Translation with Data Augmented Translations EACL 2023 DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models NeurIPS 2023 Decouple knowledge from paramters for plug-and-play language modeling ACL 2023 Deep learning and low-resource languages: How much data is enough? A case study of three linguistically distinct South African languages EACL 2023 Demystifying Prompts in Language Models via Perplexity Estimation EMNLP 2023 Deriving Language Models from Masked Language Models ACL 2023 Detecting Personal Information in Training Corpora: an Analysis ACL 2023 Detecting Syntactic Change with Pre-trained Transformer Models EMNLP 2023