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Natural Language Understanding

678 directly classified papers

Papers per year

Papers

Qamosy at Arabic Reverse Dictionary shared task: Semi Decoder Architecture for Reverse Dictionary with SBERT Encoder EMNLP 2023
Natural Language Annotations for Reasoning about Program Semantics EMNLP 2023
Clinical Contradiction Detection EMNLP 2023
Table-To-Text generation and pre-training with TabT5 EMNLP 2022
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis EMNLP 2022
Investigating the Benefits of Free-Form Rationales EMNLP 2022
R-AT: Regularized Adversarial Training for Natural Language Understanding EMNLP 2022
Human Ratings Do Not Reflect Downstream Utility: A Study of Free-Text Explanations for Model Predictions EMNLP 2022
Autoregressive Structured Prediction with Language Models EMNLP 2022
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble EMNLP 2022
Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering EMNLP 2022
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP EMNLP 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP 2022
Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022
Combining Noisy Semantic Signals with Orthographic Cues: Cognate Induction for the Indic Dialect Continuum EMNLP 2022
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction EMNLP 2022
Dealing with Abbreviations in the Slovenian Biographical Lexicon EMNLP 2022
An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks EMNLP 2022
ACENet: Attention Guided Commonsense Reasoning on Hybrid Knowledge Graph EMNLP 2022
POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events EMNLP 2022
PRO-CS : An Instance-Based Prompt Composition Technique for Code-Switched Tasks EMNLP 2022
Parameter-Efficient Tuning Makes a Good Classification Head EMNLP 2022
Extending Phrase Grounding with Pronouns in Visual Dialogues EMNLP 2022
Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective EMNLP 2022