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Language Modeling

1624 directly classified papers

Papers per year

Papers

Comparing domain-specific and domain-general BERT variants for inferred real-world knowledge through rare grammatical features in Serbian EACL 2023
Symbol tuning improves in-context learning in language models EMNLP 2023
Making Language Models Better Reasoners with Step-Aware Verifier ACL 2023
Low-Resource Compositional Semantic Parsing with Concept Pretraining EACL 2023
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers NIPS 2023
Large Language Models Are Zero-Shot Time Series Forecasters NIPS 2023
A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints NIPS 2023
MotionGPT: Human Motion as a Foreign Language NIPS 2023
Fairness-guided Few-shot Prompting for Large Language Models NIPS 2023
Combining Active Learning and Task Adaptation with BERT for Cost-Effective Annotation of Social Media Datasets ACL 2023
Explaining How Transformers Use Context to Build Predictions ACL 2023
Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures ACL 2023
Block-State Transformers NIPS 2023
Are Language Models Sensitive to Semantic Attraction? A Study on Surprisal ACL 2023
BpHigh at SemEval-2023 Task 7: Can Fine-tuned Cross-encoders Outperform GPT-3.5 in NLI Tasks on Clinical Trial Data? ACL 2023
Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling ACL 2023
Can Large Language Models Safely Address Patient Questions Following Cataract Surgery? ACL 2023
HistAlign: Improving Context Dependency in Language Generation by Aligning with History EMNLP 2023
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models NIPS 2023
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023
Findings of the AmericasNLP 2023 Shared Task on Machine Translation into Indigenous Languages ACL 2023
Search Augmented Instruction Learning EMNLP 2023
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models ACL 2023
Transparency at the Source: Evaluating and Interpreting Language Models With Access to the True Distribution EMNLP 2023
Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization EMNLP 2023