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1816 directly classified papers

Papers per year

Papers

Incorporating medical knowledge in BERT for clinical relation extraction EMNLP 2021
Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021
Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks EMNLP 2021
Flexible Generation of Natural Language Deductions EMNLP 2021
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing EMNLP 2021
Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking EMNLP 2021
Parallel Refinements for Lexically Constrained Text Generation with BART EMNLP 2021
BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification EMNLP 2021
Enriching and Controlling Global Semantics for Text Summarization EMNLP 2021
On Classifying whether Two Texts are on the Same Side of an Argument EMNLP 2021
Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords EMNLP 2021
fairseq Sˆ2: A Scalable and Integrable Speech Synthesis Toolkit EMNLP 2021
AMuSE-WSD: An All-in-one Multilingual System for Easy Word Sense Disambiguation EMNLP 2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning EMNLP 2021
SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks EMNLP 2021
Geo-BERT Pre-training Model for Query Rewriting in POI Search EMNLP 2021
MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering EMNLP 2021
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval EMNLP 2021
GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method EMNLP 2021
REBEL: Relation Extraction By End-to-end Language generation EMNLP 2021
Beyond Grammatical Error Correction: Improving L1-influenced research writing in English using pre-trained encoder-decoder models EMNLP 2021
Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model EMNLP 2021
SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations EMNLP 2021
TAG: Gradient Attack on Transformer-based Language Models EMNLP 2021
Revisiting Robust Neural Machine Translation: A Transformer Case Study EMNLP 2021