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Language Modeling

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TitleStatusHype
Few-shot Subgoal Planning with Language Models—0
Controllable Text Generation with Neurally-Decomposed OracleCode1
Diffusion-LM Improves Controllable Text GenerationCode3
GIT: A Generative Image-to-text Transformer for Vision and LanguageCode2
StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and StereotypesCode0
Quark: Controllable Text Generation with Reinforced UnlearningCode1
Training and Inference on Any-Order Autoregressive Models the Right WayCode1
Differentially Private Decoding in Large Language Models—0
Fine-grained Contrastive Learning for Relation ExtractionCode0
Improving CTC-based ASR Models with Gated Interlayer Collaboration—0
Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning—0
Gradient-Based Constrained Sampling from Language ModelsCode1
Few-shot Reranking for Multi-hop QA via Language Model PromptingCode1
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations—0
Training Language Models with Memory AugmentationCode1
Transcormer: Transformer for Sentence Scoring with Sliding Language ModelingCode1
Low Resource Style Transfer via Domain Adaptive Meta Learning—0
NaturalProver: Grounded Mathematical Proof Generation with Language ModelsCode1
Multimodal Knowledge Alignment with Reinforcement LearningCode1
Segmenting Numerical Substitution Ciphers—0
MaskEval: Weighted MLM-Based Evaluation for Text Summarization and Simplification—0
Toxicity Detection with Generative Prompt-based Inference—0
Garden-Path Traversal in GPT-2Code0
K-12BERT: BERT for K-12 educationCode0
Chunk-based Nearest Neighbor Machine TranslationCode0
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