Natural Language Understanding

ChatHF: Collecting Rich Human Feedback from Real-time Conversations EMNLP 2024 CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ACL 2024 Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ACL 2024 Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum AAAI 2024 Context-Aware Tracking and Dynamic Introduction for Incomplete Utterance Rewriting in Extended Multi-Turn Dialogues ACL 2024 Contextualized Graph Representations for Generating Counter-Narratives against Hate Speech EMNLP 2024 Contribution of Linguistic Typology to Universal Dependency Parsing: An Empirical Investigation EMNLP 2024 DeepPavlov 1.0: Your Gateway to Advanced NLP Models Backed by Transformers and Transfer Learning EMNLP 2024 DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024 Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language Models EMNLP 2024 DocCGen: Document-based Controlled Code Generation EMNLP 2024 Do LLMs Know to Respect Copyright Notice? EMNLP 2024 Do Pre-Trained Language Models Detect and Understand Semantic Underspecification? Ask the DUST! ACL 2024 Efficient LLM Comparative Assessment: A Product of Experts Framework for Pairwise Comparisons EMNLP 2024 EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NeurIPS 2024 Factuality of Large Language Models: A Survey EMNLP 2024 FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding EMNLP 2024 FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension EMNLP 2024 From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models EMNLP 2024 Functionality learning through specification instructions EMNLP 2024 Generating Harder Cross-document Event Coreference Resolution Datasets using Metaphoric Paraphrasing ACL 2024 Generative Dictionary: Improving Language Learner Understanding with Contextual Definitions EMNLP 2024 Human-Centered Evaluation of Language Technologies EMNLP 2024 Improving Explainable Fact-Checking via Sentence-Level Factual Reasoning EMNLP 2024 Improving Latin Dependency Parsing by Combining Treebanks and Predictions EMNLP 2024