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How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVEN
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
Transactions of the Association for Computational Linguistics (2023) 11: 1–17.
Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement
Transactions of the Association for Computational Linguistics (2023) 11: 18–33.
On the Role of Negative Precedent in Legal Outcome Prediction
Transactions of the Association for Computational Linguistics (2023) 11: 34–48.
Meta-Learning a Cross-lingual Manifold for Semantic Parsing
Transactions of the Association for Computational Linguistics (2023) 11: 49–67.
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue
Transactions of the Association for Computational Linguistics (2023) 11: 68–84.
Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation
Transactions of the Association for Computational Linguistics (2023) 11: 85–101.
Locally Typical Sampling
Transactions of the Association for Computational Linguistics (2023) 11: 102–121.
Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization
Transactions of the Association for Computational Linguistics (2023) 11: 122–138.
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation
Transactions of the Association for Computational Linguistics (2023) 11: 139–156.
Modeling Emotion Dynamics in Song Lyrics with State Space Models
Transactions of the Association for Computational Linguistics (2023) 11: 157–175.
FeelingBlue: A Corpus for Understanding the Emotional Connotation of Color in Context
Transactions of the Association for Computational Linguistics (2023) 11: 176–190.
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP
Transactions of the Association for Computational Linguistics (2023) 11: 191–211.
Coreference Resolution through a seq2seq Transition-Based System
Transactions of the Association for Computational Linguistics (2023) 11: 212–226.
Transformers for Tabular Data Representation: A Survey of Models and Applications
Transactions of the Association for Computational Linguistics (2023) 11: 227–249.
Generative Spoken Dialogue Language Modeling
Transactions of the Association for Computational Linguistics (2023) 11: 250–266.
Discontinuous Combinatory Constituency Parsing
Transactions of the Association for Computational Linguistics (2023) 11: 267–283.
Efficient Long-Text Understanding with Short-Text Models
Transactions of the Association for Computational Linguistics (2023) 11: 284–299.
Hate Speech Classifiers Learn Normative Social Stereotypes
Transactions of the Association for Computational Linguistics (2023) 11: 300–319.
Domain-Specific Word Embeddings with Structure Prediction
Transactions of the Association for Computational Linguistics (2023) 11: 320–335.
Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?
Transactions of the Association for Computational Linguistics (2023) 11: 336–350.
On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method
Transactions of the Association for Computational Linguistics (2023) 11: 351–366.
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing
Transactions of the Association for Computational Linguistics (2023) 11: 367–383.
Naturalistic Causal Probing for Morpho-Syntax
Transactions of the Association for Computational Linguistics (2023) 11: 384–403.
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews
Transactions of the Association for Computational Linguistics (2023) 11: 404–418.
Dubbing in Practice: A Large Scale Study of Human Localization With Insights for Automatic Dubbing
Transactions of the Association for Computational Linguistics (2023) 11: 419–435.
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval
Transactions of the Association for Computational Linguistics (2023) 11: 436–452.
InSCIt: Information-Seeking Conversations with Mixed-Initiative Interactions
Transactions of the Association for Computational Linguistics (2023) 11: 453–468.
Sub-Character Tokenization for Chinese Pretrained Language Models
Transactions of the Association for Computational Linguistics (2023) 11: 469–487.
Erasure of Unaligned Attributes from Neural Representations
Transactions of the Association for Computational Linguistics (2023) 11: 488–510.
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery
Transactions of the Association for Computational Linguistics (2023) 11: 511–530.
The Parallelism Tradeoff: Limitations of Log-Precision Transformers
Transactions of the Association for Computational Linguistics (2023) 11: 531–545.
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection
Transactions of the Association for Computational Linguistics (2023) 11: 546–564.
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences
Transactions of the Association for Computational Linguistics (2023) 11: 565–581.
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing
Transactions of the Association for Computational Linguistics (2023) 11: 582–599.
Questions Are All You Need to Train a Dense Passage Retriever
Transactions of the Association for Computational Linguistics (2023) 11: 600–616.
Transparency Helps Reveal When Language Models Learn Meaning
Transactions of the Association for Computational Linguistics (2023) 11: 617–634.
Visual Spatial Reasoning
Transactions of the Association for Computational Linguistics (2023) 11: 635–651.
How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVEN
Transactions of the Association for Computational Linguistics (2023) 11: 652–670.
FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation
Transactions of the Association for Computational Linguistics (2023) 11: 671–685.
OpenFact: Factuality Enhanced Open Knowledge Extraction
Transactions of the Association for Computational Linguistics (2023) 11: 686–702.
On Graph-based Reentrancy-free Semantic Parsing
Transactions of the Association for Computational Linguistics (2023) 11: 703–722.
Supervised Gradual Machine Learning for Aspect-Term Sentiment Analysis
Transactions of the Association for Computational Linguistics (2023) 11: 723–739.
Chinese Idiom Paraphrasing
Transactions of the Association for Computational Linguistics (2023) 11: 740–754.
Evaluating Transformer Models and Human Behaviors on Chinese Character Naming
Transactions of the Association for Computational Linguistics (2023) 11: 755–770.
Rank-Aware Negative Training for Semi-Supervised Text Classification
Transactions of the Association for Computational Linguistics (2023) 11: 771–786.
MACSum: Controllable Summarization with Mixed Attributes
Transactions of the Association for Computational Linguistics (2023) 11: 787–803.
MENLI: Robust Evaluation Metrics from Natural Language Inference
Transactions of the Association for Computational Linguistics (2023) 11: 804–825.
Efficient Methods for Natural Language Processing: A Survey
Transactions of the Association for Computational Linguistics (2023) 11: 826–860.
Abstractive Meeting Summarization: A Survey
Transactions of the Association for Computational Linguistics (2023) 11: 861–884.
Expectations over Unspoken Alternatives Predict Pragmatic Inferences
Transactions of the Association for Computational Linguistics (2023) 11: 885–901.
Reasoning over Public and Private Data in Retrieval-Based Systems
Transactions of the Association for Computational Linguistics (2023) 11: 902–921.
Multilingual Coreference Resolution in Multiparty Dialogue
Transactions of the Association for Computational Linguistics (2023) 11: 922–940.
Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text Generation
Transactions of the Association for Computational Linguistics (2023) 11: 941–959.
Conditional Generation with a Question-Answering Blueprint
Transactions of the Association for Computational Linguistics (2023) 11: 974–996.
Collective Human Opinions in Semantic Textual Similarity
Transactions of the Association for Computational Linguistics (2023) 11: 997–1013.
Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design
Transactions of the Association for Computational Linguistics (2023) 11: 1014–1032.
Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off
Transactions of the Association for Computational Linguistics (2023) 11: 1033–1047.
Time-and-Space-Efficient Weighted Deduction
Transactions of the Association for Computational Linguistics (2023) 11: 960–973.
A Cross-Linguistic Pressure for Uniform Information Density in Word Order
Transactions of the Association for Computational Linguistics (2023) 11: 1048–1065.
Cross-functional Analysis of Generalization in Behavioral Learning
Transactions of the Association for Computational Linguistics (2023) 11: 1066–1081.
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions
Transactions of the Association for Computational Linguistics (2023) 11: 1082–1096.
Compositional Zero-Shot Domain Transfer with Text-to-Text Models
Transactions of the Association for Computational Linguistics (2023) 11: 1097–1113.
MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages
Transactions of the Association for Computational Linguistics (2023) 11: 1114–1131.
DMDD: A Large-Scale Dataset for Dataset Mentions Detection
Transactions of the Association for Computational Linguistics (2023) 11: 1132–1146.
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification
Transactions of the Association for Computational Linguistics (2023) 11: 1147–1161.
Introduction to Mathematical Language Processing: Informal Proofs, Word Problems, and Supporting Tasks
Transactions of the Association for Computational Linguistics (2023) 11: 1162–1184.
Evaluating a Century of Progress on the Cognitive Science of Adjective Ordering
Transactions of the Association for Computational Linguistics (2023) 11: 1185–1200.
Improving Multitask Retrieval by Promoting Task Specialization
Transactions of the Association for Computational Linguistics (2023) 11: 1201–1212.
Calibrated Interpretation: Confidence Estimation in Semantic Parsing
Transactions of the Association for Computational Linguistics (2023) 11: 1213–1231.
Intent-calibrated Self-training for Answer Selection in Open-domain Dialogues
Transactions of the Association for Computational Linguistics (2023) 11: 1232–1249.
Benchmarking the Generation of Fact Checking Explanations
Transactions of the Association for Computational Linguistics (2023) 11: 1250–1264.
T2-NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates
Transactions of the Association for Computational Linguistics (2023) 11: 1265–1282.
PASTA: A Dataset for Modeling PArticipant STAtes in Narratives
Transactions of the Association for Computational Linguistics (2023) 11: 1283–1300.
U-CORE: A Unified Deep Cluster-wise Contrastive Framework for Open Relation Extraction
Transactions of the Association for Computational Linguistics (2023) 11: 1301–1315.
In-Context Retrieval-Augmented Language Models
Transactions of the Association for Computational Linguistics (2023) 11: 1316–1331.
Learning to Paraphrase Sentences to Different Complexity Levels
Transactions of the Association for Computational Linguistics (2023) 11: 1332–1354.
Direct Speech Translation for Automatic Subtitling
Transactions of the Association for Computational Linguistics (2023) 11: 1355–1376.
How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument Structure
Transactions of the Association for Computational Linguistics (2023) 11: 1377–1395.
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems
Transactions of the Association for Computational Linguistics (2023) 11: 1396–1415.
Can Authorship Representation Learning Capture Stylistic Features?
Transactions of the Association for Computational Linguistics (2023) 11: 1416–1431.
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing
Transactions of the Association for Computational Linguistics (2023) 11: 1432–1450.
Testing the Predictions of Surprisal Theory in 11 Languages
Transactions of the Association for Computational Linguistics (2023) 11: 1451–1470.
Shared Lexical Items as Triggers of Code Switching
Transactions of the Association for Computational Linguistics (2023) 11: 1471–1484.
Learning More from Mixed Emotions: A Label Refinement Method for Emotion Recognition in Conversations
Transactions of the Association for Computational Linguistics (2023) 11: 1485–1499.
Hallucinations in Large Multilingual Translation Models
Transactions of the Association for Computational Linguistics (2023) 11: 1500–1517.
PaniniQA: Enhancing Patient Education Through Interactive Question Answering
Transactions of the Association for Computational Linguistics (2023) 11: 1518–1536.
Discover, Explain, Improve: An Automatic Slice Detection Benchmark for Natural Language Processing
Transactions of the Association for Computational Linguistics (2023) 11: 1537–1552.
Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems
Transactions of the Association for Computational Linguistics (2023) 11: 1553–1571.
An Efficient Self-Supervised Cross-View Training For Sentence Embedding
Transactions of the Association for Computational Linguistics (2023) 11: 1572–1587.
General then Personal: Decoupling and Pre-training for Personalized Headline Generation
Transactions of the Association for Computational Linguistics (2023) 11: 1588–1607.
Removing Backdoors in Pre-trained Models by Regularized Continual Pre-training
Transactions of the Association for Computational Linguistics (2023) 11: 1608–1623.
On the Effect of Anticipation on Reading Times
Transactions of the Association for Computational Linguistics (2023) 11: 1624–1642.
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation
Transactions of the Association for Computational Linguistics (2023) 11: 1643–1668.
AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR
Transactions of the Association for Computational Linguistics (2023) 11: 1669–1685.
MissModal: Increasing Robustness to Missing Modality in Multimodal Sentiment Analysis
Transactions of the Association for Computational Linguistics (2023) 11: 1686–1702.
Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision
Transactions of the Association for Computational Linguistics (2023) 11: 1703–1718.
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation
Transactions of the Association for Computational Linguistics (2023) 11: 1719–1733.
Data-driven Parsing Evaluation for Child-Parent Interactions
Transactions of the Association for Computational Linguistics (2023) 11: 1734–1753.
QAmeleon: Multilingual QA with Only 5 Examples
Transactions of the Association for Computational Linguistics (2023) 11: 1754–1771.