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Supervised Learning

988 directly classified papers

Papers per year

Papers

Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback EMNLP 2023
RefGPT: Dialogue Generation of GPT, by GPT, and for GPT EMNLP 2023
Automated Few-Shot Classification with Instruction-Finetuned Language Models EMNLP 2023
Enhancing Neural Machine Translation with Semantic Units EMNLP 2023
Intervention-Based Alignment of Code Search with Execution Feedback EMNLP 2023
Nested Named Entity Recognition as Building Local Hypergraphs AAAI 2023
TransPath: Learning Heuristics for Grid-Based Pathfinding via Transformers AAAI 2023
Auditory Attention Detection in Real-Life Scenarios Using Common Spatial Patterns from EEG INTERSPEECH 2023
DISCO: A Large Scale Human Annotated Corpus for Disfluency Correction in Indo-European Languages EMNLP 2023
Using Random Forests to classify language as a function of syllable timing in two groups: children with cochlear implants and with normal hearing INTERSPEECH 2023
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages ACL 2023
Annotating Decomposition in Time: Three Approaches for Again ACL 2023
Label Smoothing for Text Mining COLING 2022
Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction Genre COLING 2022
On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation NAACL 2022
Sum of Ranked Range Loss for Supervised Learning JMLR 2022
Scalable and Efficient Hypothesis Testing with Random Forests JMLR 2022
Stable Classification JMLR 2022
NERDz: A Preliminary Dataset of Named Entities for Algerian AACL 2022
Model Averaging Is Asymptotically Better Than Model Selection For Prediction JMLR 2022
Tree-Values: Selective Inference for Regression Trees JMLR 2022
Prepositions Matter in Quantifier Scope Disambiguation COLING 2022
Empirical Risk Minimization under Random Censorship JMLR 2022
Search Space Expansion for Efficient Incremental Inductive Logic Programming from Streamed Data IJCAI 2022
An Improper Estimator with Optimal Excess Risk in Misspecified Density Estimation and Logistic Regression JMLR 2022