Information Extraction

Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark ACL 2024 Unexpected Phenomenon: LLMs’ Spurious Associations in Information Extraction ACL 2024 Unified Examination of Entity Linking in Absence of Candidate Sets NAACL 2024 Uni-MIS: United Multiple Intent Spoken Language Understanding via Multi-View Intent-Slot Interaction AAAI 2024 Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024 Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction COLING 2024 Unlocking the Power of Large Language Models for Entity Alignment ACL 2024 Unveiling Voices: Identification of Concerns in a Social Media Breast Cancer Cohort via Natural Language Processing COLING 2024 UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction NeurIPS 2024 Using character-level models for efficient abbreviation and long-form detection COLING 2024 Using Language Models to Disambiguate Lexical Choices in Translation EMNLP 2024 Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data EACL 2024 Using LLMs to Build a Database of Climate Extreme Impacts ACL 2024 UTSA-NLP at ChemoTimelines 2024: Evaluating Instruction-Tuned Language Models for Temporal Relation Extraction NAACL 2024 VIEWS: Entity-Aware News Video Captioning EMNLP 2024 Visually Guided Generative Text-Layout Pre-training for Document Intelligence NAACL 2024 VN-SLU: A Vietnamese Spoken Language Understanding Dataset Interspeech 2024 VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model ACL 2024 Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024 Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs NeurIPS 2024 “We Demand Justice!”: Towards Social Context Grounding of Political Texts EMNLP 2024 “What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs EMNLP 2024 When and Where Did it Happen? An Encoder-Decoder Model to Identify Scenario Context EMNLP 2024 When Generative Adversarial Networks Meet Sequence Labeling Challenges EMNLP 2024 When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models ACL 2024