Generation

Fathom: A Fast and Modular RAG Pipeline for Fact-Checking ACL 2025 FaVe: Factored and Verified Search Rationale for Long-form Answer ACL 2025 FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs’ Responsiveness to Human Feedback EMNLP 2025 FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ACL 2025 FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring ACL 2025 Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models IJCNLP 2025 FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization AAAI 2025 FENJI at SemEval-2025 Task 3: Retrieval-Augmented Generation and Hallucination Span Detection SemEval 2025 Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning CVPR 2025 FIDELITY: Fine-grained Interpretable Distillation for Effective Language Insights and Topic Yielding NAACL 2025 Field to Model: Pairing Community Data Collection with Scalable NLP through the LiFE Suite ACL 2025 FII the Best at SemEval 2025 Task 2: Steering State-of-the-art Machine Translation Models with Strategically Engineered Pipelines for Enhanced Entity Translation SemEval 2025 FilBench: Can LLMs Understand and Generate Filipino? EMNLP 2025 Filling the Temporal Void: Recovering Missing Publication Years in the Project Gutenberg Corpus Using LLMs ACL 2025 Finding A Voice: Exploring the Potential of African American Dialect and Voice Generation for Chatbots ACL 2025 Findings of the BEA 2025 Shared Task on Pedagogical Ability Assessment of AI-powered Tutors ACL 2025 Findings of the JUST-NLP 2025 Shared Task on Summarization of Indian Court Judgments AACL 2025 Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025 Findings of the TSAR 2025 Shared Task on Readability-Controlled Text Simplification EMNLP 2025 Findings of the WMT 2025 Shared Task of the Open Language Data Initiative EMNLP 2025 Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models NAACL 2025 FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity CVPR 2025 Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation ACL 2025 Fine-Tuned Llama for Multilingual Text-to-Text Coreference Resolution EMNLP 2025 Fine-Tuning Large Language Models with Sequential Instructions NAACL 2025