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Supervised Learning

988 directly classified papers

Papers per year

Papers

Firebolt: Weak Supervision Under Weaker Assumptions AISTATS 2022
D2U: Distance-to-Uniform Learning for Out-of-Scope Detection NAACL 2022
Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN NAACL 2022
Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information NAACL 2022
Frustratingly Easy System Combination for Grammatical Error Correction NAACL 2022
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction NAACL 2022
End-to-End Chinese Speaker Identification NAACL 2022
On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation NAACL 2022
A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation NAACL 2022
ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model NAACL 2022
Noise Learning for Text Classification: A Benchmark COLING 2022
Prepositions Matter in Quantifier Scope Disambiguation COLING 2022
Curating a Large-Scale Motivational Interviewing Dataset Using Peer Support Forums COLING 2022
Quality-Aware Decoding for Neural Machine Translation NAACL 2022
Few Clean Instances Help Denoising Distant Supervision COLING 2022
“Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning to Construct Explanations COLING 2022
MultiSpanQA: A Dataset for Multi-Span Question Answering NAACL 2022
Enhancing Documentation of Hupa with Automatic Speech Recognition ACL 2022
User-Driven Research of Medical Note Generation Software NAACL 2022
Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding NAACL 2022
TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation NAACL 2022
A Robustly Optimized BMRC for Aspect Sentiment Triplet Extraction NAACL 2022
ErAConD: Error Annotated Conversational Dialog Dataset for Grammatical Error Correction NAACL 2022
PAC Learning of Quantum Measurement Classes : Sample Complexity Bounds and Universal Consistency AISTATS 2022
Counter-TWIT: An Italian Corpus for Online Counterspeech in Ecological Contexts NAACL 2022