Natural Language Processing

Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning ACL 2024 FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability ACL 2024 FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024 FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models ACL 2024 FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture EMNLP 2024 Fooling the Textual Fooler via Randomizing Latent Representations ACL 2024 FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation EMNLP 2024 Fool Your (Vision and) Language Model with Embarrassingly Simple Permutations ICML 2024 FoRC4CL: A Fine-grained Field of Research Classification and Annotated Dataset of NLP Articles COLING 2024 FORCE: A Benchmark Dataset for Foodborne Disease Outbreak and Recall Event Extraction from News ACL 2024 Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling EMNLP 2024 Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish COLING 2024 Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models ACL 2024 Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models EMNLP 2024 Formal Semantic Controls over Language Models COLING 2024 Fostering the Ecosystem of Open Neural Encoders for Portuguese with Albertina PT* Family COLING 2024 Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation EMNLP 2024 Foundation Model for Biomedical Graphs: Integrating Knowledge Graphs and Protein Structures to Large Language Models ACL 2024 Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding NeurIPS 2024 Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models NAACL 2024 FPT: Feature Prompt Tuning for Few-shot Readability Assessment NAACL 2024 FRACAS: a FRench Annotated Corpus of Attribution relations in newS COLING 2024 FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models ACL 2024 Fralak at SemEval-2024 Task 4: combining RNN-generated hierarchy paths with simple neural nets for hierarchical multilabel text classification in a multilingual zero-shot setting SemEval 2024 Frame Semantic Role Labeling Using Arbitrary-Order Conditional Random Fields AAAI 2024