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Natural Language Processing

2127 directly classified papers

Papers per year

Papers

Analyzing the Surprising Variability in Word Embedding Stability Across Languages EMNLP 2021
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders EMNLP 2021
“Average” Approximates “First Principal Component”? An Empirical Analysis on Representations from Neural Language Models EMNLP 2021
Rule-based Morphological Inflection Improves Neural Terminology Translation EMNLP 2021
A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding EMNLP 2021
Signed Coreference Resolution EMNLP 2021
Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy EMNLP 2021
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models EMNLP 2021
Data and Parameter Scaling Laws for Neural Machine Translation EMNLP 2021
Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language EMNLP 2021
Improving Query Graph Generation for Complex Question Answering over Knowledge Base EMNLP 2021
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph EMNLP 2021
Generic resources are what you need: Style transfer tasks without task-specific parallel training data EMNLP 2021
Are Transformers a Modern Version of ELIZA? Observations on French Object Verb Agreement EMNLP 2021
Considering Nested Tree Structure in Sentence Extractive Summarization with Pre-trained Transformer EMNLP 2021
Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization EMNLP 2021
To be Closer: Learning to Link up Aspects with Opinions EMNLP 2021
SgSum:Transforming Multi-document Summarization into Sub-graph Selection EMNLP 2021
Good-Enough Example Extrapolation EMNLP 2021
Mapping probability word problems to executable representations EMNLP 2021
Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations EMNLP 2021
Answering Open-Domain Questions of Varying Reasoning Steps from Text EMNLP 2021
Adaptive Information Seeking for Open-Domain Question Answering EMNLP 2021
Exophoric Pronoun Resolution in Dialogues with Topic Regularization EMNLP 2021
Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification EMNLP 2021