Natural Language Processing

Faithful Low-Resource Data-to-Text Generation through Cycle Training ACL 2023 Faithfulness-Aware Decoding Strategies for Abstractive Summarization EACL 2023 Faithful Question Answering with Monte-Carlo Planning ACL 2023 FakeKG: A Knowledge Graph of Fake Claims for Improving Automated Fact-Checking (Student Abstract) AAAI 2023 Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation ACL 2023 FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization EMNLP 2023 Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems ICLR 2023 FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions EMNLP 2023 Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model ACL 2023 Fast and Accurate Factual Inconsistency Detection Over Long Documents EMNLP 2023 Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding EMNLP 2023 Faster Minimum Bayes Risk Decoding with Confidence-based Pruning EMNLP 2023 Fast Inference from Transformers via Speculative Decoding ICML 2023 FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric EACL 2023 Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding IJCAI 2023 Fast Whitespace Correction with Encoder-Only Transformers ACL 2023 FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering ACL 2023 FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding Interspeech 2023 Feature-Level Debiased Natural Language Understanding AAAI 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 Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets ACL 2023 Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms ACL 2023 FedPerC: Federated Learning for Language Generation with Personal and Context Preference Embeddings EACL 2023 FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models ACL 2023