Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports ACL-2020

Modeling Discourse Structure for Document-level Neural Machine Translation ACL-2020 AutoSimTrans-2020 WS-2020

SCAR: Sentence Compression using Autoencoders for Reconstruction ACL-2020

A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards ACL-2020 NGT-2020 WS-2020

Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks ACL-2020

Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation ACL-2020

From Arguments to Key Points: Towards Automatic Argument Summarization ACL-2020

Posterior Control of Blackbox Generation ACL-2020

Commonsense Reasoning for Natural Language Processing ACL-2020

Learning to Segment Actions from Observation and Narration ACL-2020

Heterogeneous Graph Neural Networks for Extractive Document Summarization ACL-2020

SimsterQ: A Similarity based Clustering Approach to Opinion Question Answering ACL-2020 ECNLP-2020 WS-2020

Evaluating Dialogue Generation Systems via Response Selection ACL-2020

BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension ACL-2020

A Simple and Effective Unified Encoder for Document-Level Machine Translation ACL-2020

LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL-2020

Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding ACL-2020

Probing Neural Dialog Models for Conversational Understanding ACL-2020 NLP4ConvAI-2020 WS-2020

A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal ACL-2020

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? ACL-2020

Obfuscation for Privacy-preserving Syntactic Parsing ACL-2020 IWPT-2020 WS-2020

Neural CRF Model for Sentence Alignment in Text Simplification ACL-2020

HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding ACL-2020

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation ACL-2020

Screenplay Summarization Using Latent Narrative Structure ACL-2020

Sarcasm Detection Using an Ensemble Approach ACL-2020 Fig-Lang-2020 WS-2020

SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization ACL-2020

Training and Inference Methods for High-Coverage Neural Machine Translation ACL-2020 NGT-2020 WS-2020

Topological Sort for Sentence Ordering ACL-2020

Speech Translation and the End-to-End Promise: Taking Stock of Where We Are ACL-2020

Dialogue-Based Relation Extraction ACL-2020

MuTual: A Dataset for Multi-Turn Dialogue Reasoning ACL-2020

Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints ACL-2020

End-to-End Bias Mitigation by Modelling Biases in Corpora ACL-2020

Improving Truthfulness of Headline Generation ACL-2020

Few-Shot NLG with Pre-Trained Language Model ACL-2020

Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses ACL-2020

Multiscale Collaborative Deep Models for Neural Machine Translation ACL-2020

AMR Parsing via Graph-Sequence Iterative Inference ACL-2020

IMoJIE: Iterative Memory-Based Joint Open Information Extraction ACL-2020

Multi-Granularity Interaction Network for Extractive and Abstractive Multi-Document Summarization ACL-2020

Neural Syntactic Preordering for Controlled Paraphrase Generation ACL-2020

Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing ACL-2020

Aspect Sentiment Classification with Document-level Sentiment Preference Modeling ACL-2020

Improved Natural Language Generation via Loss Truncation ACL-2020

Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation ACL-2020

Context-Driven Satirical News Generation ACL-2020 Fig-Lang-2020 WS-2020

Unsupervised Opinion Summarization with Noising and Denoising ACL-2020

Composing Elementary Discourse Units in Abstractive Summarization ACL-2020

Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data ACL-2020

Low-Resource Generation of Multi-hop Reasoning Questions ACL-2020

Fact-based Content Weighting for Evaluating Abstractive Summarisation ACL-2020

Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations ACL-2020

Automatic Machine Translation Evaluation using Source Language Inputs and Cross-lingual Language Model ACL-2020

SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction ACL-2020

Distilling Knowledge Learned in BERT for Text Generation ACL-2020

Adapting End-to-End Speech Recognition for Readable Subtitles ACL-2020 IWSLT-2020 WS-2020

On Incorporating Structural Information to improve Dialogue Response Generation ACL-2020 NLP4ConvAI-2020 WS-2020

Paraphrase Generation by Learning How to Edit from Samples ACL-2020

Rigid Formats Controlled Text Generation ACL-2020

Sarcasm Detection using Context Separators in Online Discourse ACL-2020 Fig-Lang-2020 WS-2020

Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation ACL-2020

Unsupervised Opinion Summarization as Copycat-Review Generation ACL-2020

Asking and Answering Questions to Evaluate the Factual Consistency of Summaries ACL-2020

Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation ACL-2020

Target Inference in Argument Conclusion Generation ACL-2020

FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization ACL-2020

Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs ACL-2020

The NYU-CUBoulder Systems for SIGMORPHON 2020 Task 0 and Task 2 ACL-2020 SIGMORPHON-2020 WS-2020

Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction ACL-2020

Photon: A Robust Cross-Domain Text-to-SQL System ACL-2020

On Faithfulness and Factuality in Abstractive Summarization ACL-2020

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics ACL-2020

Dialogue Coherence Assessment Without Explicit Dialogue Act Labels ACL-2020

Generating Medical Reports from Patient-Doctor Conversations Using Sequence-to-Sequence Models ACL-2020 NLPMC-2020 WS-2020

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ACL-2020

Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset ACL-2020

Improved Speech Representations with Multi-Target Autoregressive Predictive Coding ACL-2020

Iterative Edit-Based Unsupervised Sentence Simplification ACL-2020

Logical Natural Language Generation from Open-Domain Tables ACL-2020

Smart To-Do: Automatic Generation of To-Do Items from Emails ACL-2020

Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport ACL-2020

Generating Fact Checking Explanations ACL-2020

S2ORC: The Semantic Scholar Open Research Corpus ACL-2020

Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event ACL-2020

A Unified MRC Framework for Named Entity Recognition ACL-2020

Findings of the Fourth Workshop on Neural Generation and Translation ACL-2020 NGT-2020 WS-2020

A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews ACL-2020 Challenge-HML-2020 WS-2020

Tree-Structured Neural Topic Model ACL-2020

A Novel Hierarchical BERT Architecture for Sarcasm Detection ACL-2020 Fig-Lang-2020 WS-2020

To Test Machine Comprehension, Start by Defining Comprehension ACL-2020

Leveraging Graph to Improve Abstractive Multi-Document Summarization ACL-2020

CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ACL-2020

Exploring Content Selection in Summarization of Novel Chapters ACL-2020

Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data ACL-2020

Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity ACL-2020 BioNLP-2020 WS-2020

MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization ACL-2020

It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information ACL-2020

USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation ACL-2020

Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization ACL-2020

WS

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