Resources & Methods

Fairness in Language Models Beyond English: Gaps and Challenges EACL 2023 Faith and Fate: Limits of Transformers on Compositionality NeurIPS 2023 Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model ACL 2023 FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding Interspeech 2023 Feature Normalization and Cartography-Based Demonstrations for Prompt-Based Fine-Tuning on Emotion-Related Tasks AAAI 2023 FedBFPT: An Efficient Federated Learning Framework for Bert Further Pre-training IJCAI 2023 FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models ACL 2023 FEED PETs: Further Experimentation and Expansion on the Disambiguation of Potentially Euphemistic Terms ACL 2023 FELM: Benchmarking Factuality Evaluation of Large Language Models NeurIPS 2023 “Female Astronaut: Because sandwiches won’t make themselves up there”: Towards Multimodal misogyny detection in memes ACL 2023 ferret: a Framework for Benchmarking Explainers on Transformers EACL 2023 Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023 FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ACL 2023 FII SMART at SemEval 2023 Task7: Multi-evidence Natural Language Inference for Clinical Trial Data SemEval 2023 Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions EMNLP 2023 Findings of the AmericasNLP 2023 Shared Task on Machine Translation into Indigenous Languages ACL 2023 Findings of the VarDial Evaluation Campaign 2023 EACL 2023 Findings of the WMT 2023 Shared Task on Low-Resource Indic Language Translation EMNLP 2023 Findings of the WMT 2023 Shared Task on Parallel Data Curation EMNLP 2023 Finding Support Examples for In-Context Learning EMNLP 2023 Finding words that aren’t there: Using word embeddings to improve dictionary search for low-resource languages ACL 2023 Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model EACL 2023 Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion AAAI 2023 FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4 EMNLP 2023 Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata EMNLP 2023