Natural Language Understanding

Using Language Models to Disambiguate Lexical Choices in Translation EMNLP 2024 Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation AAAI 2024 XNLP: An Interactive Demonstration System for Universal Structured NLP ACL 2024 Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding EMNLP 2024 Abed at KSAA-RD Shared Task: Enhancing Arabic Word Embedding with Modified BERT Multilingual EMNLP 2023 A Closer Look at k-Nearest Neighbors Grammatical Error Correction ACL 2023 Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners ACL 2023 A Framework for Bidirectional Decoding: Case Study in Morphological Inflection EMNLP 2023 A Generative Approach for Script Event Prediction via Contrastive Fine-Tuning AAAI 2023 AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model ACL 2023 ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models ACL 2023 Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series ACL 2023 Annotations Are Not All You Need: A Cross-modal Knowledge Transfer Network for Unsupervised Temporal Sentence Grounding EMNLP 2023 Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes EMNLP 2023 Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL 2023 Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales ACL 2023 Automated evaluation of written discourse coherence using GPT-4 ACL 2023 Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors EMNLP 2023 BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing NeurIPS 2023 BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023 Bhasa-Abhijnaanam: Native-script and romanized Language Identification for 22 Indic languages ACL 2023 BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs EMNLP 2023 Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs NeurIPS 2023 CATALPA_EduNLP at PragTag-2023 EMNLP 2023 Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them ACL 2023