Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus ACL-2020

Mapping Natural Language Instructions to Mobile UI Action Sequences ACL-2020

Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering ACL-2020

Estimating predictive uncertainty for rumour verification models ACL-2020

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

Semantic Graphs for Generating Deep Questions ACL-2020

pyBART: Evidence-based Syntactic Transformations for IE ACL-2020

Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context ACL-2020

AMR Parsing via Graph-Sequence Iterative Inference ACL-2020

Exact yet Efficient Graph Parsing, Bi-directional Locality and the Constructivist Hypothesis ACL-2020

Interactive Classification by Asking Informative Questions ACL-2020

Learning to Segment Actions from Observation and Narration ACL-2020

Effective Estimation of Deep Generative Language Models ACL-2020

(Re)construing Meaning in NLP ACL-2020

Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing ACL-2020

Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback ACL-2020

Heterogeneous Graph Transformer for Graph-to-Sequence Learning ACL-2020

Efficient Deployment of Conversational Natural Language Interfaces over Databases ACL-2020 NLI-2020 WS-2020

Transition-based Semantic Dependency Parsing with Pointer Networks ACL-2020

Benchmarking Multimodal Regex Synthesis with Complex Structures ACL-2020

Connecting Embeddings for Knowledge Graph Entity Typing ACL-2020

Obtaining Faithful Interpretations from Compositional Neural Networks ACL-2020

Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking ACL-2020

Knowledge Graph Embedding Compression ACL-2020

TaPas: Weakly Supervised Table Parsing via Pre-training ACL-2020

Entity-Enriched Neural Models for Clinical Question Answering ACL-2020 BioNLP-2020 WS-2020

Probing Linguistic Systematicity ACL-2020

Multi-Domain Dialogue Acts and Response Co-Generation ACL-2020

Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing ACL-2020 IWPT-2020 WS-2020

Generalizing Natural Language Analysis through Span-relation Representations ACL-2020

Improving Neural Machine Translation with Soft Template Prediction ACL-2020

INFOTABS: Inference on Tables as Semi-structured Data ACL-2020

Incorporating External Knowledge through Pre-training for Natural Language to Code Generation ACL-2020

Oxymorons: a preliminary corpus investigation ACL-2020 Fig-Lang-2020 WS-2020

Graph-to-Tree Learning for Solving Math Word Problems ACL-2020

RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers ACL-2020

Logical Inferences with Comparatives and Generalized Quantifiers ACL-2020

Open-Domain Question Answering ACL-2020

Selective Question Answering under Domain Shift ACL-2020

Usnea: An Authorship Tool for Interactive Fiction using Retrieval Based Semantic Parsing ACL-2020

Parsing into Variable-in-situ Logico-Semantic Graphs ACL-2020

Interactive Task Learning from GUI-Grounded Natural Language Instructions and Demonstrations ACL-2020

Semi-supervised Parsing with a Variational Autoencoding Parser ACL-2020 IWPT-2020 WS-2020

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

From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? ACL-2020

Learning to execute instructions in a Minecraft dialogue ACL-2020

How Does Selective Mechanism Improve Self-Attention Networks? ACL-2020

Semantic Parsing for English as a Second Language ACL-2020

Accelerating Natural Language Understanding in Task-Oriented Dialog ACL-2020 NLP4ConvAI-2020 WS-2020

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

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

DRTS Parsing with Structure-Aware Encoding and Decoding ACL-2020

CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant ACL-2020

Answering Complex Questions by Combining Information from Curated and Extracted Knowledge Bases ACL-2020 NLI-2020 WS-2020

Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text ACL-2020 RepL4NLP-2020 WS-2020

Injecting Numerical Reasoning Skills into Language Models ACL-2020

Recursive Template-based Frame Generation for Task Oriented Dialog ACL-2020

Penman: An Open-Source Library and Tool for AMR Graphs ACL-2020

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

Shaping Visual Representations with Language for Few-Shot Classification ACL-2020

Universal Decompositional Semantic Parsing ACL-2020

Multi-Hypothesis Machine Translation Evaluation ACL-2020

What Question Answering can Learn from Trivia Nerds ACL-2020

The ADAPT Enhanced Dependency Parser at the IWPT 2020 Shared Task ACL-2020 IWPT-2020 WS-2020

Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting Generation ACL-2020

A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks ACL-2020

Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL-2020

Good-Enough Compositional Data Augmentation ACL-2020

The Unstoppable Rise of Computational Linguistics in Deep Learning ACL-2020

A Generative Model for Joint Natural Language Understanding and Generation ACL-2020

Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics ACL-2020

On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation ACL-2020

Paraphrase Augmented Task-Oriented Dialog Generation ACL-2020

What are the Goals of Distributional Semantics? ACL-2020

Temporal Common Sense Acquisition with Minimal Supervision ACL-2020

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

LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation ACL-2020

Language (Re)modelling: Towards Embodied Language Understanding ACL-2020

Overview of the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies ACL-2020 IWPT-2020 WS-2020

Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders ACL-2020

Calibrating Structured Output Predictors for Natural Language Processing ACL-2020

Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding ACL-2020

Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing ACL-2020

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

TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data ACL-2020

A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation ACL-2020

ExpBERT: Representation Engineering with Natural Language Explanations ACL-2020

Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification EMNLP-2019

A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations NAACL-2019

Do NLP Models Know Numbers? Probing Numeracy in Embeddings EMNLP-2019

Improving Back-Translation with Uncertainty-based Confidence Estimation EMNLP-2019

Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems NAACL-2019

A Split-and-Recombine Approach for Follow-up Query Analysis EMNLP-2019

You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP EMNLP-2019

Nearly-Unsupervised Hashcode Representations for Biomedical Relation Extraction EMNLP-2019

Learning to Ask for Conversational Machine Learning EMNLP-2019

Semantic Role Labeling with Iterative Structure Refinement EMNLP-2019

CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text EMNLP-2019

Iterative Search for Weakly Supervised Semantic Parsing NAACL-2019

DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs NAACL-2019

ACL

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