PRAGWORLD: A Benchmark Evaluating LLMs’ Local World Model Under Minimal Linguistic Alterations and Conversational Dynamics

Code prompting elicits conditional reasoning abilities in text+ code llms

Out-of-distribution detection by leveraging between-layer transformation smoothness

CATfOOD: Counterfactual augmented training for improving out-of-domain performance and calibration

Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods

Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods

Toward Practical Usage of the Attention Mechanism as a Tool for Interpretability

Staying True to Your Word: (How) Can Attention Become Explanation?

Iterative Recursive Attention Model for Interpretable Sequence Classification

Predicting News Values from Headline Text and Emotions

Takelab at SemEval-2017 task 5: Linear aggregation of word embeddings for fine-grained sentiment analysis of financial news

Two Layers of Annotation for Representing Event Mentions in News Stories

TakeLab at SemEval-2016 Task 6: Stance Classification in Tweets Using a Genetic Algorithm Based Ensemble

Detecting and Ranking Conceptual Links between Texts Using a Knowledge Base