Natural Language Processing

MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering IJCAI 2024 MNER-MI: A Multi-image Dataset for Multimodal Named Entity Recognition in Social Media COLING 2024 Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents ACL 2024 MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases ICML 2024 MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization ACL 2024 Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering ACL 2024 Modality-Aware Representation Learning for Zero-Shot Sketch-Based Image Retrieval WACV 2024 MODDP: A Multi-modal Open-domain Chinese Dataset for Dialogue Discourse Parsing ACL 2024 MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts COLING 2024 Model-Agnostic Cross-Lingual Training for Discourse Representation Structure Parsing COLING 2024 Model-Based Minimum Bayes Risk Decoding for Text Generation ICML 2024 Model-based Preference Optimization in Abstractive Summarization without Human Feedback EMNLP 2024 Model Editing at Scale leads to Gradual and Catastrophic Forgetting ACL 2024 Model Editing by Standard Fine-Tuning ACL 2024 Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue EMNLP 2024 Modeling Adaptive Inter-Task Feature Interactions via Sentiment-Aware Contrastive Learning for Joint Aspect-Sentiment Prediction AAAI 2024 Modeling and Detecting Company Risks from News NAACL 2024 ModeLing: A Novel Dataset for Testing Linguistic Reasoning in Language Models EACL 2024 Modeling Complex Interactions in Long Documents for Aspect-Based Sentiment Analysis ACL 2024 Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion ACL 2024 Modeling Empathetic Alignment in Conversation NAACL 2024 Modeling Language Tokens as Functionals of Semantic Fields ICML 2024 Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024 Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation COLING 2024 Modeling Moravian Memoirs: Ternary Sentiment Analysis in a Low Resource Setting EACL 2024