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ACL 2023 Accepted Papers

The full list of 2,052 papers accepted at ACL 2023 (Association for Computational Linguistics). Click any title for details, similar papers, and links to the original source. You can also search these papers by meaning, not just keywords.

Long: 911Findings: 901Short: 164Industry: 76
  1. Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference ResolutionLong
  2. Being Right for Whose Right Reasons?Long
  3. Bi-Phone: Modeling Inter Language Phonetic Influences in TextLong
  4. Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data?Findings
  5. CoAug: Combining Augmentation of Labels and Labelling RulesFindings
  6. Conjunct Resolution in the Face of Verbal OmissionsLong
  7. Constructing Word-Context-Coupled Space Aligned with Associative Knowledge Relations for Interpretable Language ModelingFindings
  8. Contrastive Bootstrapping for Label RefinementShort
  9. DISCOSQA: A Knowledge Base Question Answering System for Space Debris based on Program InductionIndustry
  10. DKAF: KB Arbitration for Learning Task-Oriented Dialog Systems with Dialog-KB InconsistenciesFindings
  11. Data Sampling and (In)stability in Machine Translation EvaluationFindings
  12. Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under DiscussionFindings
  13. Do transformer models do phonology like a linguist?Findings
  14. Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency MethodsFindings
  15. Enhanced Chart Understanding via Visual Language Pre-training on Plot Table PairsFindings
  16. Enhancing Unsupervised Semantic Parsing with Distributed Contextual RepresentationsFindings
  17. Exploring Automatically Perturbed Natural Language Explanations in Relation ExtractionFindings
  18. Extracting Text Representations for Terms and Phrases in Technical DomainsIndustry
  19. HyperT5: Towards Compute-Efficient Korean Language ModelingIndustry
  20. Intent Discovery with Frame-guided Semantic Regularization and AugmentationFindings
  21. Interpreting Sentiment Composition with Latent Semantic TreeFindings
  22. Iterative Nearest Neighbour Machine Translation for Unsupervised Domain AdaptationFindings
  23. It’s not Sexually Suggestive; It’s Educative | Separating Sex Education from Suggestive Content on TikTok videosFindings
  24. JECC: Commonsense Reasoning Tasks Derived from Interactive FictionsFindings
  25. LABO: Towards Learning Optimal Label Regularization via Bi-level OptimizationFindings
  26. Lifting the Curse of Capacity Gap in Distilling Language ModelsLong
  27. Long to reign over us: A Case Study of Machine Translation and a New MonarchFindings
  28. Making Pre-trained Language Models both Task-solvers and Self-calibratorsFindings
  29. Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware LossesIndustry
  30. Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual ConsistencyFindings
  31. NormNet: Normalize Noun Phrases for More Robust NLPFindings
  32. On the Compositional Generalization in Versatile Open-domain DialogueLong
  33. Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for TransformersFindings
  34. Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate SequencesFindings
  35. Pulling Out All The Full Stops: Punctuation Sensitivity in Neural Machine Translation and EvaluationFindings
  36. Query Refinement Prompts for Closed-Book Long-Form QALong
  37. Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq ModelsFindings
  38. Rethinking Annotation: Can Language Learners Contribute?Long
  39. SSP: Self-Supervised Post-training for Conversational SearchFindings
  40. Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational SystemsIndustry
  41. Semantic Ambiguity Detection in Sentence Classification using Task-Specific EmbeddingsIndustry
  42. Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language UnderstandingIndustry
  43. Together We Make Sense–Learning Meta-Sense EmbeddingsFindings
  44. Towards Speech Dialogue Translation Mediating Speakers of Different LanguagesFindings
  45. Towards Understanding and Improving Knowledge Distillation for Neural Machine TranslationLong
  46. Triplet-Free Knowledge-Guided Response GenerationFindings
  47. Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence ModelsFindings
  48. Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal LabelsFindings
  49. Value type: the bridge to a better DST modelFindings
  50. Visually-Enhanced Phrase UnderstandingFindings
  51. WebDP: Understanding Discourse Structures in Semi-Structured Web DocumentsFindings
  52. Word-level Prefix/Suffix Sense Detection: A Case Study on Negation Sense with Few-shot LearningFindings

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