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Interpretability

7,318 papers

Papers per year

Papers

Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction ACL 2021
Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering ACL 2021
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction ACL 2021
Probabilistic, Structure-Aware Algorithms for Improved Variety, Accuracy, and Coverage of AMR Alignments ACL 2021
Prevent the Language Model from being Overconfident in Neural Machine Translation ACL 2021
CDRNN: Discovering Complex Dynamics in Human Language Processing ACL 2021
W-RST: Towards a Weighted RST-style Discourse Framework ACL 2021
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering ACL 2021
Adversarial Learning for Discourse Rhetorical Structure Parsing ACL 2021
ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation ACL 2021
How is BERT surprised? Layerwise detection of linguistic anomalies ACL 2021
Semantic Representation for Dialogue Modeling ACL 2021
Weakly Supervised Named Entity Tagging with Learnable Logical Rules ACL 2021
Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution ACL 2021
Personalized Transformer for Explainable Recommendation ACL 2021
COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion ACL 2021
Learning to Explain: Generating Stable Explanations Fast ACL 2021
Alignment Rationale for Natural Language Inference ACL 2021
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation ACL 2021
Exploring Distantly-Labeled Rationales in Neural Network Models ACL 2021
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks ACL 2021
What is Your Article Based On? Inferring Fine-grained Provenance ACL 2021
Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews ACL 2021
TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models ACL 2021
Focus Attention: Promoting Faithfulness and Diversity in Summarization ACL 2021