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Transformers

9,294 papers

Papers per year

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Papers

Measuring the Mixing of Contextual Information in the Transformer EMNLP 2022
Decoding a Neural Retriever’s Latent Space for Query Suggestion EMNLP 2022
ALFRED-L: Investigating the Role of Language for Action Learning in Interactive Visual Environments EMNLP 2022
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs EMNLP 2022
HEGEL: Hypergraph Transformer for Long Document Summarization EMNLP 2022
Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation EMNLP 2022
Fine-Tuning Pre-trained Transformers into Decaying Fast Weights EMNLP 2022
Graph-Induced Transformers for Efficient Multi-Hop Question Answering EMNLP 2022
A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism EMNLP 2022
Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality EMNLP 2022
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022
KOLD: Korean Offensive Language Dataset EMNLP 2022
Can Transformers Reason in Fragments of Natural Language? EMNLP 2022
The Architectural Bottleneck Principle EMNLP 2022
Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping EMNLP 2022
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models EMNLP 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding EMNLP 2022
Cross-Encoder Data Annotation for Bi-Encoder Based Product Matching EMNLP 2022
Named Entity Recognition in Industrial Tables using Tabular Language Models EMNLP 2022
Entity-level Sentiment Analysis in Contact Center Telephone Conversations EMNLP 2022
Deploying Unified BERT Moderation Model for E-Commerce Reviews EMNLP 2022
Automatic Rule Induction for Efficient Semi-Supervised Learning EMNLP 2022
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion EMNLP 2022
Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT EMNLP 2022
Acceptability Judgements via Examining the Topology of Attention Maps EMNLP 2022