Resources & Methods

Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models ACL 2023 Fine-tuning Sentence-RoBERTa to Construct Word Embeddings for Low-resource Languages from Bilingual Dictionaries ACL 2023 FinGPT: Large Generative Models for a Small Language EMNLP 2023 FISH: A Financial Interactive System for Signal Highlighting EACL 2023 FIT BUT at SemEval-2023 Task 12: Sentiment Without Borders - Multilingual Domain Adaptation for Low-Resource Sentiment Classification SemEval 2023 Fixed Input Parameterization for Efficient Prompting ACL 2023 Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency EMNLP 2023 Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models EMNLP 2023 FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU ICML 2023 Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models NeurIPS 2023 Focused Transformer: Contrastive Training for Context Scaling NeurIPS 2023 FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models EMNLP 2023 FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery ACL 2023 Forecasting Earnings Surprises from Conference Call Transcripts ACL 2023 Formalizing content creation and evaluation methods for AI-generated social media content EMNLP 2023 Foul at SemEval-2023 Task 12: MARBERT Language model and lexical filtering for sentiments analysis of tweets in Algerian Arabic SemEval 2023 Frank at NADI 2023 Shared Task: Trio-Based Ensemble Approach for Arabic Dialect Identification EMNLP 2023 FREDSum: A Dialogue Summarization Corpus for French Political Debates EMNLP 2023 Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator NeurIPS 2023 Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ACL 2023 Frequency Balanced Datasets Lead to Better Language Models EMNLP 2023 From Chaos to Clarity: Claim Normalization to Empower Fact-Checking EMNLP 2023 From chocolate bunny to chocolate crocodile: Do Language Models Understand Noun Compounds? ACL 2023 From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader NeurIPS 2023 From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning EMNLP 2023