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Word Acquisition in Neural Language Models
Transactions of the Association for Computational Linguistics (2022) 10: 1–16.
Decomposing and Recomposing Event Structure
Transactions of the Association for Computational Linguistics (2022) 10: 17–34.
FeTaQA: Free-form Table Question Answering
Transactions of the Association for Computational Linguistics (2022) 10: 35–49.
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
Transactions of the Association for Computational Linguistics (2022) 10: 50–72.
Canine: Pre-training an Efficient Tokenization-Free Encoder for Language Representation
Transactions of the Association for Computational Linguistics (2022) 10: 73–91.
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations
Transactions of the Association for Computational Linguistics (2022) 10: 92–110.
Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition
Transactions of the Association for Computational Linguistics (2022) 10: 111–126.
Out-of-Domain Discourse Dependency Parsing via Bootstrapping: An Empirical Analysis on Its Effectiveness and Limitation
Transactions of the Association for Computational Linguistics (2022) 10: 127–144.
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages
Transactions of the Association for Computational Linguistics (2022) 10: 145–162.
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization
Transactions of the Association for Computational Linguistics (2022) 10: 163–177.
A Survey on Automated Fact-Checking
Transactions of the Association for Computational Linguistics (2022) 10: 178–206.
Predicting Document Coverage for Relation Extraction
Transactions of the Association for Computational Linguistics (2022) 10: 207–223.
ABNIRML: Analyzing the Behavior of Neural IR Models
Transactions of the Association for Computational Linguistics (2022) 10: 224–239.
Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference
Transactions of the Association for Computational Linguistics (2022) 10: 240–256.
Time-Aware Language Models as Temporal Knowledge Bases
Transactions of the Association for Computational Linguistics (2022) 10: 257–273.
Multilingual Autoregressive Entity Linking
Transactions of the Association for Computational Linguistics (2022) 10: 274–290.
ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models
Transactions of the Association for Computational Linguistics (2022) 10: 291–306.
Designing an Automatic Agent for Repeated Language–based Persuasion Games
Transactions of the Association for Computational Linguistics (2022) 10: 307–324.
Towards General Natural Language Understanding with Probabilistic Worldbuilding
Transactions of the Association for Computational Linguistics (2022) 10: 325–342.
A Multi-Level Optimization Framework for End-to-End Text Augmentation
Transactions of the Association for Computational Linguistics (2022) 10: 343–358.
Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?
Transactions of the Association for Computational Linguistics (2022) 10: 359–375.
VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups
Transactions of the Association for Computational Linguistics (2022) 10: 376–392.
Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological Segmentation
Transactions of the Association for Computational Linguistics (2022) 10: 393–413.
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains
Transactions of the Association for Computational Linguistics (2022) 10: 414–433.
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation
Transactions of the Association for Computational Linguistics (2022) 10: 434–451.
Czech Grammar Error Correction with a Large and Diverse Corpus
Transactions of the Association for Computational Linguistics (2022) 10: 452–467.
TopiOCQA: Open-domain Conversational Question Answering with Topic Switching
Transactions of the Association for Computational Linguistics (2022) 10: 468–483.
A Neighborhood Framework for Resource-Lean Content Flagging
Transactions of the Association for Computational Linguistics (2022) 10: 484–502.
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval
Transactions of the Association for Computational Linguistics (2022) 10: 503–521.
The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation
Transactions of the Association for Computational Linguistics (2022) 10: 522–538.
♫ MuSiQue: Multihop Questions via Single-hop Question Composition
Transactions of the Association for Computational Linguistics (2022) 10: 539–554.
Relational Memory-Augmented Language Models
Transactions of the Association for Computational Linguistics (2022) 10: 555–572.
Sentence Similarity Based on Contexts
Transactions of the Association for Computational Linguistics (2022) 10: 573–588.
It’s not Rocket Science: Interpreting Figurative Language in Narratives
Transactions of the Association for Computational Linguistics (2022) 10: 589–606.
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference
Transactions of the Association for Computational Linguistics (2022) 10: 607–622.
Document Summarization with Latent Queries
Transactions of the Association for Computational Linguistics (2022) 10: 623–638.
End-to-end Argument Mining with Cross-corpora Multi-task Learning
Transactions of the Association for Computational Linguistics (2022) 10: 639–658.
Is My Model Using the Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning
Transactions of the Association for Computational Linguistics (2022) 10: 659–679.
Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression
Transactions of the Association for Computational Linguistics (2022) 10: 680–696.
Data-to-text Generation with Variational Sequential Planning
Transactions of the Association for Computational Linguistics (2022) 10: 697–715.
True Few-Shot Learning with Prompts—A Real-World Perspective
Transactions of the Association for Computational Linguistics (2022) 10: 716–731.
Heterogeneous Supervised Topic Models
Transactions of the Association for Computational Linguistics (2022) 10: 732–745.
Fact Checking with Insufficient Evidence
Transactions of the Association for Computational Linguistics (2022) 10: 746–763.
Text-based NP Enrichment
Transactions of the Association for Computational Linguistics (2022) 10: 764–784.
Minimum Description Length Recurrent Neural Networks
Transactions of the Association for Computational Linguistics (2022) 10: 785–799.
Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity
Transactions of the Association for Computational Linguistics (2022) 10: 800–810.
High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural Metrics
Transactions of the Association for Computational Linguistics (2022) 10: 811–825.
Generate, Annotate, and Learn: NLP with Synthetic Text
Transactions of the Association for Computational Linguistics (2022) 10: 826–842.
Saturated Transformers are Constant-Depth Threshold Circuits
Transactions of the Association for Computational Linguistics (2022) 10: 843–856.
Reducing Conversational Agents’ Overconfidence Through Linguistic Calibration
Transactions of the Association for Computational Linguistics (2022) 10: 857–872.
A Survey of Text Games for Reinforcement Learning Informed by Natural Language
Transactions of the Association for Computational Linguistics (2022) 10: 873–887.
Dependency Parsing with Backtracking using Deep Reinforcement Learning
Transactions of the Association for Computational Linguistics (2022) 10: 888–903.
Temporal Effects on Pre-trained Models for Language Processing Tasks
Transactions of the Association for Computational Linguistics (2022) 10: 904–921.
Learning English with Peppa Pig
Transactions of the Association for Computational Linguistics (2022) 10: 922–936.
Compositional Generalization in Multilingual Semantic Parsing over Wikidata
Transactions of the Association for Computational Linguistics (2022) 10: 937–955.
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks
Transactions of the Association for Computational Linguistics (2022) 10: 956–980.
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces
Transactions of the Association for Computational Linguistics (2022) 10: 981–996.
On Decoding Strategies for Neural Text Generators
Transactions of the Association for Computational Linguistics (2022) 10: 997–1012.
ProoFVer: Natural Logic Theorem Proving for Fact Verification
Transactions of the Association for Computational Linguistics (2022) 10: 1013–1030.
Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations
Transactions of the Association for Computational Linguistics (2022) 10: 1031–1050.
DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon
Transactions of the Association for Computational Linguistics (2022) 10: 1051–1065.
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark
Transactions of the Association for Computational Linguistics (2022) 10: 1066–1083.
Modeling Non-Cooperative Dialogue: Theoretical and Empirical Insights
Transactions of the Association for Computational Linguistics (2022) 10: 1084–1102.
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference
Transactions of the Association for Computational Linguistics (2022) 10: 1103–1119.
Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions
Transactions of the Association for Computational Linguistics (2022) 10: 1120–1137.
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
Transactions of the Association for Computational Linguistics (2022) 10: 1138–1158.
Learning Fair Representations via Rate-Distortion Maximization
Transactions of the Association for Computational Linguistics (2022) 10: 1159–1174.
Robust Dialogue State Tracking with Weak Supervision and Sparse Data
Transactions of the Association for Computational Linguistics (2022) 10: 1175–1192.
Unit Testing for Concepts in Neural Networks
Transactions of the Association for Computational Linguistics (2022) 10: 1193–1208.
Multi-task Active Learning for Pre-trained Transformer-based Models
Transactions of the Association for Computational Linguistics (2022) 10: 1209–1228.
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