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Supervised Learning

988 directly classified papers

Papers per year

Papers

Automating Human Evaluation of Dialogue Systems NAACL 2022
QuALITY: Question Answering with Long Input Texts, Yes! NAACL 2022
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES NAACL 2022
Partial-input baselines show that NLI models can ignore context, but they don’t. NAACL 2022
Multiple Enhancements to LSTM for Learning Emotion-Salient Features in Speech Emotion Recognition INTERSPEECH 2022
Sentence-Level Resampling for Named Entity Recognition NAACL 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
Search Space Expansion for Efficient Incremental Inductive Logic Programming from Streamed Data IJCAI 2022
User-Driven Research of Medical Note Generation Software NAACL 2022
NERDz: A Preliminary Dataset of Named Entities for Algerian AACL 2022