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Natural Language Processing

2127 directly classified papers

Papers per year

Papers

The importance of fillers for text representations of speech transcripts EMNLP 2020
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020
Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media EMNLP 2020
A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media EMNLP 2020
Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks EMNLP 2020
Generationary or “How We Went beyond Word Sense Inventories and Learned to Gloss” EMNLP 2020
Structure Learning for Headline Generation AAAI 2020
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization EMNLP 2020
Is Graph Structure Necessary for Multi-hop Question Answering? EMNLP 2020
On the Ability and Limitations of Transformers to Recognize Formal Languages EMNLP 2020
Multi-Stage Pre-training for Automated Chinese Essay Scoring EMNLP 2020
MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification EMNLP 2020
Multi-resolution Annotations for Emoji Prediction EMNLP 2020
An Element-aware Multi-representation Model for Law Article Prediction EMNLP 2020
Design Challenges in Low-resource Cross-lingual Entity Linking EMNLP 2020
A Dataset for Tracking Entities in Open Domain Procedural Text EMNLP 2020
Entity Enhanced BERT Pre-training for Chinese NER EMNLP 2020
Learning Structured Representations of Entity Names using Active Learning and Weak Supervision EMNLP 2020
Compressive Summarization with Plausibility and Salience Modeling EMNLP 2020
Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding AAAI 2020
Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation EMNLP 2020
A Synset Relation-enhanced Framework with a Try-again Mechanism for Word Sense Disambiguation EMNLP 2020
Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks EMNLP 2020
HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction EMNLP 2020
Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments EMNLP 2020