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Natural Language Processing

2127 directly classified papers

Papers per year

Papers

I Wish I Would Have Loved This One, But I Didn’t – A Multilingual Dataset for Counterfactual Detection in Product Review EMNLP 2021

AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples EMNLP 2021

NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset EMNLP 2021

Aligning Actions Across Recipe Graphs EMNLP 2021

CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP EMNLP 2021

Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021

KOAS: Korean Text Offensiveness Analysis System EMNLP 2021

A multilabel approach to morphosyntactic probing EMNLP 2021

Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021

On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021

Single-dataset Experts for Multi-dataset Question Answering EMNLP 2021

Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks EMNLP 2021

Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction EMNLP 2021

Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning EMNLP 2021

Detecting Health Advice in Medical Research Literature EMNLP 2021

A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading EMNLP 2021

Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing EMNLP 2021

Modeling Mathematical Notation Semantics in Academic Papers EMNLP 2021

Analyzing the Surprising Variability in Word Embedding Stability Across Languages EMNLP 2021

Rule-based Morphological Inflection Improves Neural Terminology Translation EMNLP 2021

A Large-Scale Study of Machine Translation in Turkic Languages EMNLP 2021

Data and Parameter Scaling Laws for Neural Machine Translation EMNLP 2021

Argumentation-Driven Evidence Association in Criminal Cases EMNLP 2021

The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders EMNLP 2021

Good-Enough Example Extrapolation EMNLP 2021