Natural Language Processing

LLMs are Good Sign Language Translators CVPR 2024 LLMs Are Zero-Shot Context-Aware Simultaneous Translators EMNLP 2024 LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition ACL 2024 LLMs as Collaborator: Demands-Guided Collaborative Retrieval-Augmented Generation for Commonsense Knowledge-Grounded Open-Domain Dialogue Systems EMNLP 2024 LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores ACL 2024 LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024 LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings NeurIPS 2024 LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024 LLMs Can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought IJCAI 2024 LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering EMNLP 2024 LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024 LLMSegm: Surface-level Morphological Segmentation Using Large Language Model COLING 2024 LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study EMNLP 2024 LLMs for Low Resource Languages in Multilingual, Multimodal and Dialectal Settings EACL 2024 LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma ACL 2024 LLMs in Short Answer Scoring: Limitations and Promise of Zero-Shot and Few-Shot Approaches NAACL 2024 LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction ACL 2024 LLMs’ morphological analyses of complex FST-generated Finnish words ACL 2024 LLMs of Catan: Exploring Pragmatic Capabilities of Generative Chatbots Through Prediction and Classification of Dialogue Acts in Boardgames’ Multi-party Dialogues COLING 2024 LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification EMNLP 2024 LLM-supertagger: Categorial Grammar Supertagging via Large Language Models EMNLP 2024 LLMSYN: Generating Synthetic Electronic Health Records Without Patient-Level Data MLHC 2024 LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models EMNLP 2024 LLoCO: Learning Long Contexts Offline EMNLP 2024 Llumnix: Dynamic Scheduling for Large Language Model Serving OSDI 2024