Natural Language Processing

Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models ACL 2024 Response Enhanced Semi-supervised Dialogue Query Generation AAAI 2024 RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models NAACL 2024 RESTful-Llama: Connecting User Queries to RESTful APIs EMNLP 2024 ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search NeurIPS 2024 REST: Retrieval-Based Speculative Decoding NAACL 2024 Results of the WAT/WMT 2024 Shared Task on Patent Translation EMNLP 2024 Rethinking Efficient Multilingual Text Summarization Meta-Evaluation ACL 2024 Rethinking Generative Large Language Model Evaluation for Semantic Comprehension ICML 2024 Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality NeurIPS 2024 Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models EMNLP 2024 Rethinking Loss Functions for Fact Verification EACL 2024 Rethinking Machine Ethics – Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? NAACL 2024 Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models NeurIPS 2024 Rethinking Negative Instances for Generative Named Entity Recognition ACL 2024 Rethinking Optimization and Architecture for Tiny Language Models ICML 2024 Rethinking Pragmatics in Large Language Models: Towards Open-Ended Evaluation and Preference Tuning EMNLP 2024 Rethinking Skill Extraction in the Job Market Domain using Large Language Models EACL 2024 Rethinking STS and NLI in Large Language Models EACL 2024 Rethinking Tabular Data Understanding with Large Language Models NAACL 2024 Rethinking Task-Oriented Dialogue Systems: From Complex Modularity to Zero-Shot Autonomous Agent ACL 2024 Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ACL 2024 Rethinking the Development of Large Language Models from the Causal Perspective: A Legal Text Prediction Case Study AAAI 2024 Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal EMNLP 2024 Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point AAAI 2024