| Generalization through Memorization: Nearest Neighbor Language Models | Nov 1, 2019 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| PAINT: Paying Attention to INformed Tokens to Mitigate Hallucination in Large Vision-Language Model | Jan 21, 2025 | HallucinationImage Captioning | CodeCode Available | 1 |
| AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation | Aug 1, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| ADIFF: Explaining audio difference using natural language | Feb 6, 2025 | AudioCapsAudio captioning | CodeCode Available | 1 |
| FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis | Jul 31, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Finetuning Pretrained Transformers into Variational Autoencoders | Aug 5, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Accelerating Vision-Language Pretraining with Free Language Modeling | Mar 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| FineZip : Pushing the Limits of Large Language Models for Practical Lossless Text Compression | Sep 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FIRE: Fact-checking with Iterative Retrieval and Verification | Oct 17, 2024 | Claim VerificationFact Checking | CodeCode Available | 1 |
| Fine-Tuning Language Models via Epistemic Neural Networks | Nov 3, 2022 | Active LearningLanguage Modeling | CodeCode Available | 1 |
| Fine-Tuning InstructPix2Pix for Advanced Image Colorization | Dec 8, 2023 | ColorizationImage Colorization | CodeCode Available | 1 |
| Finetuning Large Language Model for Personalized Ranking | May 25, 2024 | Explainable RecommendationLanguage Modeling | CodeCode Available | 1 |
| Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia | Oct 7, 2024 | Domain GeneralizationLanguage Modeling | CodeCode Available | 1 |
| Unifying Segment Anything in Microscopy with Multimodal Large Language Model | May 16, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods | Feb 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively | Nov 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FineRec:Exploring Fine-grained Sequential Recommendation | Apr 19, 2024 | AttributeDiversity | CodeCode Available | 1 |
| Accelerating Toeplitz Neural Network with Constant-time Inference Complexity | Nov 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fine-grained Audible Video Description | Mar 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fine-tuning a Large Language Model for Automating Computational Fluid Dynamics Simulations | Apr 13, 2025 | Computational EfficiencyLanguage Modeling | CodeCode Available | 1 |
| Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach | Oct 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fill in the BLANC: Human-free quality estimation of document summaries | Feb 23, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant | Aug 19, 2024 | DescriptiveFace Swapping | CodeCode Available | 1 |
| FiLM: Fill-in Language Models for Any-Order Generation | Oct 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Analysing The Impact of Sequence Composition on Language Model Pre-Training | Feb 21, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Analysing Lexical Semantic Change with Contextualised Word Representations | Apr 29, 2020 | Contextualised Word RepresentationsLanguage Modeling | CodeCode Available | 1 |
| LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test Construction | Dec 19, 2023 | Language Model EvaluationLanguage Modeling | CodeCode Available | 1 |
| Filtering Noisy Parallel Corpus using Transformers with Proxy Task Learning | Nov 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Analysing Discrete Self Supervised Speech Representation for Spoken Language Modeling | Jan 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation | Jun 28, 2022 | Entity TypingLanguage Modeling | CodeCode Available | 1 |
| Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning | Sep 9, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain | Oct 26, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FinBERT: A Pretrained Language Model for Financial Communications | Jun 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Federated Learning for ASR based on Wav2vec 2.0 | Feb 20, 2023 | Federated LearningLanguage Modeling | CodeCode Available | 1 |
| Feature Structure Distillation with Centered Kernel Alignment in BERT Transferring | Apr 1, 2022 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| FedJudge: Federated Legal Large Language Model | Sep 15, 2023 | Continual LearningFederated Learning | CodeCode Available | 1 |
| Fauno: The Italian Large Language Model that will leave you senza parole! | Jun 26, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| FedScale: Benchmarking Model and System Performance of Federated Learning at Scale | May 24, 2021 | BenchmarkingFederated Learning | CodeCode Available | 1 |
| Fast Vocabulary Transfer for Language Model Compression | Feb 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning | Oct 12, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER | Aug 28, 2023 | Contrastive Learningfew-shot-ner | CodeCode Available | 1 |
| Backpack Language Models | May 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data | Oct 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Felix: Flexible Text Editing Through Tagging and Insertion | Mar 24, 2020 | Automatic Post-EditingLanguage Modeling | CodeCode Available | 1 |
| Finding Universal Grammatical Relations in Multilingual BERT | May 9, 2020 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| IterVM: Iterative Vision Modeling Module for Scene Text Recognition | Apr 6, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks | Mar 4, 2023 | Cross-Modal RetrievalImage Captioning | CodeCode Available | 1 |
| FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model | Oct 3, 2024 | Emotion RecognitionLanguage Modeling | CodeCode Available | 1 |
| fairseq: A Fast, Extensible Toolkit for Sequence Modeling | Apr 1, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FALL-E: A Foley Sound Synthesis Model and Strategies | Jun 16, 2023 | DiversityLanguage Modeling | CodeCode Available | 1 |