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Weisfeiler-Leman in the Bamboo
Reducing Confusion in Active Learning for Part-Of-Speech Tagging
Transactions of the Association for Computational Linguistics (2021) 9: 1–16.
Revisiting Multi-Domain Machine Translation
Transactions of the Association for Computational Linguistics (2021) 9: 17–35.
Conversation Graph: Data Augmentation, Training, and Evaluation for Non-Deterministic Dialogue Management
Transactions of the Association for Computational Linguistics (2021) 9: 36–52.
Efficient Content-Based Sparse Attention with Routing Transformers
Transactions of the Association for Computational Linguistics (2021) 9: 53–68.
Deciphering Undersegmented Ancient Scripts Using Phonetic Prior
Transactions of the Association for Computational Linguistics (2021) 9: 69–81.
Augmenting Transformers with KNN-Based Composite Memory for Dialog
Transactions of the Association for Computational Linguistics (2021) 9: 82–99.
Modeling Content and Context with Deep Relational Learning
Transactions of the Association for Computational Linguistics (2021) 9: 100–119.
Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement
Transactions of the Association for Computational Linguistics (2021) 9: 120–138.
On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs
Transactions of the Association for Computational Linguistics (2021) 9: 139–159.
Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals
Transactions of the Association for Computational Linguistics (2021) 9: 160–175.
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation
Transactions of the Association for Computational Linguistics (2021) 9: 176–194.
Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering
Transactions of the Association for Computational Linguistics (2021) 9: 195–210.
WikiAsp: A Dataset for Multi-domain Aspect-based Summarization
Transactions of the Association for Computational Linguistics (2021) 9: 211–225.
Infusing Finetuning with Semantic Dependencies
Transactions of the Association for Computational Linguistics (2021) 9: 226–242.
Supertagging the Long Tail with Tree-Structured Decoding of Complex Categories
Transactions of the Association for Computational Linguistics (2021) 9: 243–260.
Morphology Matters: A Multilingual Language Modeling Analysis
Transactions of the Association for Computational Linguistics (2021) 9: 261–276.
Extractive Opinion Summarization in Quantized Transformer Spaces
Transactions of the Association for Computational Linguistics (2021) 9: 277–293.
Aligning Faithful Interpretations with their Social Attribution
Transactions of the Association for Computational Linguistics (2021) 9: 294–310.
EDITOR: An Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints
Transactions of the Association for Computational Linguistics (2021) 9: 311–328.
Sparse, Dense, and Attentional Representations for Text Retrieval
Transactions of the Association for Computational Linguistics (2021) 9: 329–345.
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
Transactions of the Association for Computational Linguistics (2021) 9: 346–361.
Adaptive Semiparametric Language Models
Transactions of the Association for Computational Linguistics (2021) 9: 362–373.
Unsupervised Learning of KB Queries in Task-Oriented Dialogs
Transactions of the Association for Computational Linguistics (2021) 9: 374–390.
SummEval: Re-evaluating Summarization Evaluation
Transactions of the Association for Computational Linguistics (2021) 9: 391–409.
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages
Transactions of the Association for Computational Linguistics (2021) 9: 410–428.
An Error Analysis Framework for Shallow Surface Realization
Transactions of the Association for Computational Linguistics (2021) 9: 429–446.
Decontextualization: Making Sentences Stand-Alone
Transactions of the Association for Computational Linguistics (2021) 9: 447–461.
A Computational Framework for Slang Generation
Transactions of the Association for Computational Linguistics (2021) 9: 462–478.
Neural OCR Post-Hoc Correction of Historical Corpora
Transactions of the Association for Computational Linguistics (2021) 9: 479–493.
Iterative Paraphrastic Augmentation with Discriminative Span Alignment
Transactions of the Association for Computational Linguistics (2021) 9: 494–509.
Data-to-text Generation with Macro Planning
Transactions of the Association for Computational Linguistics (2021) 9: 510–527.
Optimizing over subsequences generates context-sensitive languages
Transactions of the Association for Computational Linguistics (2021) 9: 528–537.
Characterizing English Variation across Social Media Communities with BERT
Transactions of the Association for Computational Linguistics (2021) 9: 538–556.
Dialogue State Tracking with Incremental Reasoning
Transactions of the Association for Computational Linguistics (2021) 9: 557–569.
Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers
Transactions of the Association for Computational Linguistics (2021) 9: 570–585.
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition
Transactions of the Association for Computational Linguistics (2021) 9: 586–604.
There Once Was a Really Bad Poet, It Was Automated but You Didn’t Know It
Transactions of the Association for Computational Linguistics (2021) 9: 605–620.
Evaluating Document Coherence Modeling
Transactions of the Association for Computational Linguistics (2021) 9: 621–640.
Self-supervised Regularization for Text Classification
Transactions of the Association for Computational Linguistics (2021) 9: 641–656.
Pretraining the Noisy Channel Model for Task-Oriented Dialogue
Transactions of the Association for Computational Linguistics (2021) 9: 657–674.
Efficient Computation of Expectations under Spanning Tree Distributions
Transactions of the Association for Computational Linguistics (2021) 9: 675–690.
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes
Transactions of the Association for Computational Linguistics (2021) 9: 691–706.
Strong Equivalence of TAG and CCG
Transactions of the Association for Computational Linguistics (2021) 9: 707–720.
Classifying Argumentative Relations Using Logical Mechanisms and Argumentation Schemes
Transactions of the Association for Computational Linguistics (2021) 9: 721–739.
Revisiting Negation in Neural Machine Translation
Transactions of the Association for Computational Linguistics (2021) 9: 740–755.
Joint Universal Syntactic and Semantic Parsing
Transactions of the Association for Computational Linguistics (2021) 9: 756–773.
Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary
Transactions of the Association for Computational Linguistics (2021) 9: 774–789.
QED: A Framework and Dataset for Explanations in Question Answering
Transactions of the Association for Computational Linguistics (2021) 9: 790–806.
Soloist: Building Task Bots at Scale with Transfer Learning and Machine Teaching
Transactions of the Association for Computational Linguistics (2021) 9: 807–824.
Let’s Play Mono-Poly: BERT Can Reveal Words’ Polysemy Level and Partitionability into Senses
Transactions of the Association for Computational Linguistics (2021) 9: 825–844.
Gender Bias in Machine Translation
Transactions of the Association for Computational Linguistics (2021) 9: 845–874.
Neural Event Semantics for Grounded Language Understanding
Transactions of the Association for Computational Linguistics (2021) 9: 875–890.
Sensitivity as a Complexity Measure for Sequence Classification Tasks
Transactions of the Association for Computational Linguistics (2021) 9: 891–908.
Neural Modeling for Named Entities and Morphology (NEMO2)
Transactions of the Association for Computational Linguistics (2021) 9: 909–928.
Relevance-guided Supervision for OpenQA with ColBERT
Transactions of the Association for Computational Linguistics (2021) 9: 929–944.
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance
Transactions of the Association for Computational Linguistics (2021) 9: 945–961.
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering
Transactions of the Association for Computational Linguistics (2021) 9: 962–977.
Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs
Transactions of the Association for Computational Linguistics (2021) 9: 978–994.
Maintaining Common Ground in Dynamic Environments
Transactions of the Association for Computational Linguistics (2021) 9: 995–1011.
Measuring and Improving Consistency in Pretrained Language Models
Transactions of the Association for Computational Linguistics (2021) 9: 1012–1031.
Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study
Transactions of the Association for Computational Linguistics (2021) 9: 1032–1046.
Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand?
Transactions of the Association for Computational Linguistics (2021) 9: 1047–1060.
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT
Transactions of the Association for Computational Linguistics (2021) 9: 1061–1080.
He Thinks He Knows Better than the Doctors: BERT for Event Factuality Fails on Pragmatics
Transactions of the Association for Computational Linguistics (2021) 9: 1081–1097.
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them
Transactions of the Association for Computational Linguistics (2021) 9: 1098–1115.
MasakhaNER: Named Entity Recognition for African Languages
Transactions of the Association for Computational Linguistics (2021) 9: 1116–1131.
A Statistical Analysis of Summarization Evaluation Metrics Using Resampling Methods
Transactions of the Association for Computational Linguistics (2021) 9: 1132–1146.
ParsiNLU: A Suite of Language Understanding Challenges for Persian
Transactions of the Association for Computational Linguistics (2021) 9: 1147–1162.
What Helps Transformers Recognize Conversational Structure? Importance of Context, Punctuation, and Labels in Dialog Act Recognition
Transactions of the Association for Computational Linguistics (2021) 9: 1163–1179.
Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication
Transactions of the Association for Computational Linguistics (2021) 9: 1180–1196.
Memory-Based Semantic Parsing
Transactions of the Association for Computational Linguistics (2021) 9: 1197–1212.
Controllable Summarization with Constrained Markov Decision Process
Transactions of the Association for Computational Linguistics (2021) 9: 1213–1232.
On the Difficulty of Translating Free-Order Case-Marking Languages
Transactions of the Association for Computational Linguistics (2021) 9: 1233–1248.
Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics
Transactions of the Association for Computational Linguistics (2021) 9: 1249–1267.
Structured Self-Supervised Pretraining for Commonsense Knowledge Graph Completion
Transactions of the Association for Computational Linguistics (2021) 9: 1268–1284.
Lexically Aware Semi-Supervised Learning for OCR Post-Correction
Transactions of the Association for Computational Linguistics (2021) 9: 1285–1302.
Continual Learning for Grounded Instruction Generation by Observing Human Following Behavior
Transactions of the Association for Computational Linguistics (2021) 9: 1303–1319.
Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss
Transactions of the Association for Computational Linguistics (2021) 9: 1320–1335.
On Generative Spoken Language Modeling from Raw Audio
Transactions of the Association for Computational Linguistics (2021) 9: 1336–1354.
Model Compression for Domain Adaptation through Causal Effect Estimation
Transactions of the Association for Computational Linguistics (2021) 9: 1355–1373.
A Biologically Plausible Parser
Transactions of the Association for Computational Linguistics (2021) 9: 1374–1388.
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering
Transactions of the Association for Computational Linguistics (2021) 9: 1389–1406.
Erratum: Measuring and Improving Consistency in Pretrained Language Models
Transactions of the Association for Computational Linguistics (2021) 9: 1407.
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP
Transactions of the Association for Computational Linguistics (2021) 9: 1408–1424.
Weisfeiler-Leman in the Bamboo
: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity
Transactions of the Association for Computational Linguistics (2021) 9: 1425–1441.
Differentiable Subset Pruning of Transformer Heads
Transactions of the Association for Computational Linguistics (2021) 9: 1442–1459.
Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation
Transactions of the Association for Computational Linguistics (2021) 9: 1460–1474.
Planning with Learned Entity Prompts for Abstractive Summarization
Transactions of the Association for Computational Linguistics (2021) 9: 1475–1492.
Instance-Based Neural Dependency Parsing
Transactions of the Association for Computational Linguistics (2021) 9: 1493–1507.
Explanation-Based Human Debugging of NLP Models: A Survey
Transactions of the Association for Computational Linguistics (2021) 9: 1508–1528.
Quantifying Cognitive Factors in Lexical Decline
Transactions of the Association for Computational Linguistics (2021) 9: 1529–1545.
Idiomatic Expression Identification using Semantic Compatibility
Transactions of the Association for Computational Linguistics (2021) 9: 1546–1562.
Word Representation Learning in Multimodal Pre-Trained Transformers: An Intrinsic Evaluation
Transactions of the Association for Computational Linguistics (2021) 9: 1563–1579.