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Issues
Phonotactic Complexity and Its Trade-offs
Transactions of the Association for Computational Linguistics (2020) 8: 1–18.
AMR-To-Text Generation with Graph Transformer
Transactions of the Association for Computational Linguistics (2020) 8: 19–33.
What BERT Is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language Models
Transactions of the Association for Computational Linguistics (2020) 8: 34–48.
Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System?
Transactions of the Association for Computational Linguistics (2020) 8: 49–63.
SpanBERT: Improving Pre-training by Representing and Predicting Spans
Transactions of the Association for Computational Linguistics (2020) 8: 64–77.
A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing
Transactions of the Association for Computational Linguistics (2020) 8: 78–92.
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation
Transactions of the Association for Computational Linguistics (2020) 8: 93–108.
Improving Candidate Generation for Low-resource Cross-lingual Entity Linking
Transactions of the Association for Computational Linguistics (2020) 8: 109–124.
Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence Networks
Transactions of the Association for Computational Linguistics (2020) 8: 125–140.
Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension
Transactions of the Association for Computational Linguistics (2020) 8: 141–155.
Theoretical Limitations of Self-Attention in Neural Sequence Models
Transactions of the Association for Computational Linguistics (2020) 8: 156–171.
Target-Guided Structured Attention Network for Target-Dependent Sentiment Analysis
Transactions of the Association for Computational Linguistics (2020) 8: 172–182.
Break It Down: A Question Understanding Benchmark
Transactions of the Association for Computational Linguistics (2020) 8: 183–198.
Acoustic-Prosodic and Lexical Cues to Deception and Trust: Deciphering How People Detect Lies
Transactions of the Association for Computational Linguistics (2020) 8: 199–214.
Unsupervised Discourse Constituency Parsing Using Viterbi EM
Transactions of the Association for Computational Linguistics (2020) 8: 215–230.
Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension Using Distributional Semantic Models
Transactions of the Association for Computational Linguistics (2020) 8: 231–246.
Machine Learning–Driven Language Assessment
Transactions of the Association for Computational Linguistics (2020) 8: 247–263.
Leveraging Pre-trained Checkpoints for Sequence Generation Tasks
Transactions of the Association for Computational Linguistics (2020) 8: 264–280.
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset
Transactions of the Association for Computational Linguistics (2020) 8: 281–295.
How Furiously Can Colorless Green Ideas Sleep? Sentence Acceptability in Context
Transactions of the Association for Computational Linguistics (2020) 8: 296–310.
Learning Lexical Subspaces in a Distributional Vector Space
Transactions of the Association for Computational Linguistics (2020) 8: 311–329.
Syntax-Guided Controlled Generation of Paraphrases
Transactions of the Association for Computational Linguistics (2020) 8: 330–345.
Better Document-Level Machine Translation with Bayes’ Rule
Transactions of the Association for Computational Linguistics (2020) 8: 346–360.
Hierarchical Mapping for Crosslingual Word Embedding Alignment
Transactions of the Association for Computational Linguistics (2020) 8: 361–376.
BLiMP: The Benchmark of Linguistic Minimal Pairs for English
Transactions of the Association for Computational Linguistics (2020) 8: 377–392.
Reproducible and Efficient Benchmarks for Hyperparameter Optimization of Neural Machine Translation Systems
Transactions of the Association for Computational Linguistics (2020) 8: 393–408.
Consistent Unsupervised Estimators for Anchored PCFGs
Transactions of the Association for Computational Linguistics (2020) 8: 409–422.
How Can We Know What Language Models Know?
Transactions of the Association for Computational Linguistics (2020) 8: 423–438.
Topic Modeling in Embedding Spaces
Transactions of the Association for Computational Linguistics (2020) 8: 439–453.
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages
Transactions of the Association for Computational Linguistics (2020) 8: 454–470.
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings
Transactions of the Association for Computational Linguistics (2020) 8: 471–485.
Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings
Transactions of the Association for Computational Linguistics (2020) 8: 486–503.
PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models
Transactions of the Association for Computational Linguistics (2020) 8: 504–521.
AMR Similarity Metrics from Principles
Transactions of the Association for Computational Linguistics (2020) 8: 522–538.
Unsupervised Quality Estimation for Neural Machine Translation
Transactions of the Association for Computational Linguistics (2020) 8: 539–555.
Task-Oriented Dialogue as Dataflow Synthesis
Transactions of the Association for Computational Linguistics (2020) 8: 556–571.
What Does My QA Model Know? Devising Controlled Probes Using Expert Knowledge
Transactions of the Association for Computational Linguistics (2020) 8: 572–588.
Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs
Transactions of the Association for Computational Linguistics (2020) 8: 589–604.
Nested Named Entity Recognition via Second-best Sequence Learning and Decoding
Transactions of the Association for Computational Linguistics (2020) 8: 605–620.
An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models
Transactions of the Association for Computational Linguistics (2020) 8: 621–633.
Data Weighted Training Strategies for Grammatical Error Correction
Transactions of the Association for Computational Linguistics (2020) 8: 634–646.
The Return of Lexical Dependencies: Neural Lexicalized PCFGs
Transactions of the Association for Computational Linguistics (2020) 8: 647–661.
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension
Transactions of the Association for Computational Linguistics (2020) 8: 662–678.
Sketch-Driven Regular Expression Generation from Natural Language and Examples
Transactions of the Association for Computational Linguistics (2020) 8: 679–694.
Consistent Transcription and Translation of Speech
Transactions of the Association for Computational Linguistics (2020) 8: 695–709.
Synthesizing Parallel Data of User-Generated Texts with Zero-Shot Neural Machine Translation
Transactions of the Association for Computational Linguistics (2020) 8: 710–725.
Multilingual Denoising Pre-training for Neural Machine Translation
Transactions of the Association for Computational Linguistics (2020) 8: 726–742.
oLMpics-On What Language Model Pre-training Captures
Transactions of the Association for Computational Linguistics (2020) 8: 743–758.
Interactive Text Ranking with Bayesian Optimization: A Case Study on Community QA and Summarization
Transactions of the Association for Computational Linguistics (2020) 8: 759–775.
Syntactic Structure Distillation Pretraining for Bidirectional Encoders
Transactions of the Association for Computational Linguistics (2020) 8: 776–794.
Best-First Beam Search
Transactions of the Association for Computational Linguistics (2020) 8: 795–809.
Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining
Transactions of the Association for Computational Linguistics (2020) 8: 810–827.
Unsupervised Bitext Mining and Translation via Self-Trained Contextual Embeddings
Transactions of the Association for Computational Linguistics (2020) 8: 828–841.
A Primer in BERTology: What We Know About How BERT Works
Transactions of the Association for Computational Linguistics (2020) 8: 842–866.
Erratum
Erratum: “BLiMP: The Benchmark of Linguistic Minimal Pairs for English”
Transactions of the Association for Computational Linguistics (2020) 8: 867–868.
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