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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)

Topical Coherence in LDA-based Models through Induced Segmentation ACL 2017
Search-based Neural Structured Learning for Sequential Question Answering ACL 2017
Morphological Inflection Generation with Hard Monotonic Attention ACL 2017
From Characters to Words to in Between: Do We Capture Morphology? ACL 2017
Improved Word Representation Learning with Sememes ACL 2017
Learning Character-level Compositionality with Visual Features ACL 2017
AMR-to-text Generation with Synchronous Node Replacement Grammar ACL 2017
Exploring Neural Text Simplification Models ACL 2017
Sentence Alignment Methods for Improving Text Simplification Systems ACL 2017
A Generative Parser with a Discriminative Recognition Algorithm ACL 2017
How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models ACL 2017
Oracle Summaries of Compressive Summarization ACL 2017
Japanese Sentence Compression with a Large Training Dataset ACL 2017
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes ACL 2017
STAIR Captions: Constructing a Large-Scale Japanese Image Caption Dataset ACL 2017
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine ACL 2017
A Conditional Variational Framework for Dialog Generation ACL 2017
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization ACL 2017
NLP for Precision Medicine ACL 2017
Deep Learning for Dialogue Systems ACL 2017
Nested LSTMs ACML 2017
Should Neural Network Architecture Reflect Linguistic Structure? CONLL 2017
Exploring the Syntactic Abilities of RNNs with Multi-task Learning CONLL 2017
A Supervised Approach to Extractive Summarisation of Scientific Papers CONLL 2017
Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks CONLL 2017