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Generation

11,966 papers (2 classified directly here)

Subtopics

Text Generation (5,125) Dialogue Systems (2,916) Language Modeling (2,579) Summarization (1,978) Retrieval-Augmented Generation (362)

Papers per year

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Papers (including subtopics)

Large Margin Neural Language Model EMNLP 2018
Targeted Syntactic Evaluation of Language Models EMNLP 2018
Rational Recurrences EMNLP 2018
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling EMNLP 2018
Disambiguated skip-gram model EMNLP 2018
Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions EMNLP 2018
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism EMNLP 2018
Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling EMNLP 2018
Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018
Improving Abstraction in Text Summarization EMNLP 2018
Content Selection in Deep Learning Models of Summarization EMNLP 2018
Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain EMNLP 2018
QuAC: Question Answering in Context EMNLP 2018
Using Lexical Alignment and Referring Ability to Address Data Sparsity in Situated Dialog Reference Resolution EMNLP 2018
Subgoal Discovery for Hierarchical Dialogue Policy Learning EMNLP 2018
Supervised Clustering of Questions into Intents for Dialog System Applications EMNLP 2018
Towards Exploiting Background Knowledge for Building Conversation Systems EMNLP 2018
Decoupling Strategy and Generation in Negotiation Dialogues EMNLP 2018
Large-scale Cloze Test Dataset Created by Teachers EMNLP 2018
Sentence Compression for Arbitrary Languages via Multilingual Pivoting EMNLP 2018
Neural Quality Estimation of Grammatical Error Correction EMNLP 2018
A Challenge Set and Methods for Noun-Verb Ambiguity EMNLP 2018
Session-level Language Modeling for Conversational Speech EMNLP 2018
Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method EMNLP 2018