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Papers (including subtopics)

Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing ACL 2025 Efficient Prompt Optimisation for Legal Text Classification with Proxy Prompt Evaluator EMNLP 2025 Efficient Speech Translation through Model Compression and Knowledge Distillation ACL 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 EgoLife: Towards Egocentric Life Assistant 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 Ehime-U System with Judge and Refinement, Specialized Prompting, and Few-shot for the Patent Claim Translation Task at WAT 2025 AACL 2025 EKRAG: Benchmark RAG for Enterprise Knowledge Question Answering NAACL 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 In-context Retrieval and Reasoning for Long-context Large Language Models ACL 2025 ELIOT: Zero-Shot Video-Text Retrieval through Relevance-Boosted Captioning and Structural Information Extraction NAACL 2025 ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models COLING 2025 ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations ACL 2025 ELLIS Alicante at CQs-Gen 2025: Winning the critical thinking questions shared task: LLM-based question generation and selection ACL 2025 ELR-1000: A Community-Generated Dataset for Endangered Indic Indigenous Languages IJCNLP 2025 Embedding-Free RAG EMNLP 2025 Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models COLING 2025 Emergent Wisdom at BEA 2025 Shared Task: From Lexical Understanding to Reflective Reasoning for Pedagogical Ability Assessment ACL 2025 EmoBench-UA: A Benchmark Dataset for Emotion Detection in Ukrainian EMNLP 2025 EmoJudge: LLM Based Post-Hoc Refinement for Multimodal Speech Emotion Recognition Interspeech 2025 EMO-NLP at SemEval-2025 Task 11: Multi-label Emotion Detection in Multiple Languages Based on XLMCNN SemEval 2025