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Transformers

9,294 papers

Papers per year

Papers

Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models NAACL 2022
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations NAACL 2022
Paragraph-based Transformer Pre-training for Multi-Sentence Inference NAACL 2022
Analyzing Encoded Concepts in Transformer Language Models NAACL 2022
Efficient Constituency Tree based Encoding for Natural Language to Bash Translation NAACL 2022
Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption NAACL 2022
Global Entity Disambiguation with BERT NAACL 2022
Clues Before Answers: Generation-Enhanced Multiple-Choice QA NAACL 2022
Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting NAACL 2022
Persona-Guided Planning for Controlling the Protagonist’s Persona in Story Generation NAACL 2022
Multimodal Dialogue State Tracking NAACL 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers NAACL 2022
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features NAACL 2022
When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer NAACL 2022
Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts NAACL 2022
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities NAACL 2022
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction NAACL 2022
GMN: Generative Multi-modal Network for Practical Document Information Extraction NAACL 2022
One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation NAACL 2022
Dynamic Multistep Reasoning based on Video Scene Graph for Video Question Answering NAACL 2022
TVShowGuess: Character Comprehension in Stories as Speaker Guessing NAACL 2022
FNet: Mixing Tokens with Fourier Transforms NAACL 2022
Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge NAACL 2022
Using Paraphrases to Study Properties of Contextual Embeddings NAACL 2022
GenIE: Generative Information Extraction NAACL 2022