Natural Language Processing

BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models NAACL 2024 Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation ACL 2024 Be Helpful but Don’t Talk too Much - Enhancing Helpfulness in Conversations through Relevance in Multi-Turn Emotional Support EMNLP 2024 Behr at EvaLatin 2024: Latin Dependency Parsing Using Historical Sentence Embeddings COLING 2024 BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language COLING 2024 BeLeaf: Belief Prediction as Tree Generation NAACL 2024 Belief Revision: The Adaptability of Large Language Models Reasoning EMNLP 2024 Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs NeurIPS 2024 BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings NAACL 2024 Below the Sea (with the Sharks): Probing Textual Features of Implicit Sentiment in a Literary Case-study EACL 2024 ∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL 2024 BenchIE^FL: A Manually Re-Annotated Fact-Based Open Information Extraction Benchmark ACL 2024 Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT ICML 2024 Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation ACL 2024 Benchmarking and Improving Generator-Validator Consistency of Language Models ICLR 2024 Benchmarking and Improving Long-Text Translation with Large Language Models ACL 2024 Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations ACL 2024 Benchmarking Complex Instruction-Following with Multiple Constraints Composition NeurIPS 2024 Benchmarking Cyber Harassment Dialogue Comprehension through Emotion-Informed Manifestations-Determinants Demarcation AAAI 2024 Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024 Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies COLING 2024 Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation ACL 2024 Benchmarking Large Language Models for Persian: A Preliminary Study Focusing on ChatGPT COLING 2024 Benchmarking Large Language Models in Retrieval-Augmented Generation AAAI 2024 Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset ACL 2024