Natural Language Processing

DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation AAAI 2024 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NeurIPS 2024 Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024 Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation ACL 2024 Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk Decoding NAACL 2024 Direct Speech Identification in Swedish Literature and an Exploration of Training Data Type, Typographical Markers, and Evaluation Granularity EACL 2024 Dirichlet Continual Learning: Tackling Catastrophic Forgetting in NLP UAI 2024 Disagreeable, Slovenly, Honest and Un-named Women? Investigating Gender Bias in English Educational Resources by Extending Existing Gender Bias Taxonomies ACL 2024 Disambiguate Words like Composing Them: A Morphology-Informed Approach to Enhance Chinese Word Sense Disambiguation ACL 2024 Disambiguating Emotional Connotations of Words Using Contextualized Word Representations NAACL 2024 Disambiguating Homographs and Homophones Simultaneously: A Regrouping Method for Japanese COLING 2024 DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers EMNLP 2024 Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint ACL 2024 Discourse-Aware In-Context Learning for Temporal Expression Normalization NAACL 2024 Discourse Relation Prediction and Discourse Parsing in Dialogues with Minimal Supervision EACL 2024 Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining ACL 2024 Discovering and Articulating Frames of Communication from Social Media Using Chain-of-Thought Reasoning EACL 2024 Discovering Knowledge-Critical Subnetworks in Pretrained Language Models EMNLP 2024 Discovering Lobby-Parliamentarian Alignments through NLP NAACL 2024 Discovering Preference Optimization Algorithms with and for Large Language Models NeurIPS 2024 Discovery of the Hidden World with Large Language Models NeurIPS 2024 Discrepancy and Uncertainty Aware Denoising Knowledge Distillation for Zero-Shot Cross-Lingual Named Entity Recognition AAAI 2024 DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding Interspeech 2024 Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification COLING 2024 Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understanding of Discourse Relations ACL 2024