Natural Language Processing

EfficientQAT: Efficient Quantization-Aware Training for Large Language Models ACL 2025 Efficient Real-time Refinement of Language Model Text Generation EMNLP 2025 Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly COLING 2025 Efficient Speech Translation through Model Compression and Knowledge Distillation ACL 2025 EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning EMNLP 2025 EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs COLING 2025 EFSA-CLC: Enhancing Zero-shot Entity-level Financial Sentiment Analysis with Cross-lingual Collaboration IJCNLP 2025 Egalitarian Language Representation in Language Models: It All Begins with Tokenizers COLING 2025 E-Gen: Leveraging E-Graphs to Improve Continuous Representations of Symbolic Expressions NAACL 2025 EgoLife: Towards Egocentric Life Assistant CVPR 2025 EgoLM: Multi-Modal Language Model of Egocentric Motions CVPR 2025 EgoSpeak: Learning When to Speak for Egocentric Conversational Agents in the Wild NAACL 2025 EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering CVPR 2025 EhiMeNLP at TSAR 2025 Shared Task Candidate Generation via Iterative Simplification and Reranking by Readability and Semantic Similarity EMNLP 2025 Ehime-U System with Judge and Refinement, Specialized Prompting, and Few-shot for the Patent Claim Translation Task at WAT 2025 AACL 2025 EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models EMNLP 2025 EKRAG: Benchmark RAG for Enterprise Knowledge Question Answering NAACL 2025 ELAB: Extensive LLM Alignment Benchmark in Persian Language ACL 2025 ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025 ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025 ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA AAAI 2025 ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis NAACL 2025 Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning NAACL 2025 Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive Explanations NAACL 2025 Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech EMNLP 2025