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Interpretability

7,318 papers

Papers per year

Papers

Language Models with Rationality EMNLP 2023
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models EMNLP 2023
When are Lemons Purple? The Concept Association Bias of Vision-Language Models EMNLP 2023
FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions EMNLP 2023
Unveiling the Essence of Poetry: Introducing a Comprehensive Dataset and Benchmark for Poem Summarization EMNLP 2023
Dr ChatGPT tell me what I want to hear: How different prompts impact health answer correctness EMNLP 2023
Hop, Union, Generate: Explainable Multi-hop Reasoning without Rationale Supervision EMNLP 2023
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations EMNLP 2023
A Benchmark for Reasoning with Spatial Prepositions EMNLP 2023
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation EMNLP 2023
Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning EMNLP 2023
Do Transformers Parse while Predicting the Masked Word? EMNLP 2023
GenEx: A Commonsense-aware Unified Generative Framework for Explainable Cyberbullying Detection EMNLP 2023
Muted: Multilingual Targeted Offensive Speech Identification and Visualization EMNLP 2023
Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation EMNLP 2023
DRGCoder: Explainable Clinical Coding for the Early Prediction of Diagnostic-Related Groups EMNLP 2023
NewsSense: Reference-free Verification via Cross-document Comparison EMNLP 2023
LM-Polygraph: Uncertainty Estimation for Language Models EMNLP 2023
PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction EMNLP 2023
Harnessing LLMs for Temporal Data - A Study on Explainable Financial Time Series Forecasting EMNLP 2023
AutoReply: Detecting Nonsense in Dialogue with Discriminative Replies EMNLP 2023
Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT EMNLP 2023
DelucionQA: Detecting Hallucinations in Domain-specific Question Answering EMNLP 2023
The Internal State of an LLM Knows When It’s Lying EMNLP 2023
Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models EMNLP 2023