Text Generation

Trusting Your Evidence: Hallucinate Less with Context-aware Decoding NAACL 2024 Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning ICML 2024 Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts ACL 2024 TU Wien at SemEval-2024 Task 6: Unifying Model-Agnostic and Model-Aware Techniques for Hallucination Detection SemEval 2024 UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation ACL 2024 UICoder: Finetuning Large Language Models to Generate User Interface Code through Automated Feedback NAACL 2024 Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective ACL 2024 Understanding Slang with LLMs: Modelling Cross-Cultural Nuances through Paraphrasing EMNLP 2024 Understanding the Effects of Iterative Prompting on Truthfulness ICML 2024 Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark ACL 2024 Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction NAACL 2024 UniCoder: Scaling Code Large Language Model via Universal Code ACL 2024 Unknown Claims: Generation of Fact-Checking Training Examples from Unstructured and Structured Data EMNLP 2024 Unleashing the Power of LLMs in Court View Generation by Stimulating Internal Knowledge and Incorporating External Knowledge NAACL 2024 Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding EMNLP 2024 Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence NAACL 2024 Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts EMNLP 2024 Unsupervised Evaluation of Code LLMs with Round-Trip Correctness ICML 2024 Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm ACL 2024 Unveiling the Invisible: Captioning Videos with Metaphors EMNLP 2024 UoG Siephers at “Discharge Me!”: Exploring Ways to Generate Synthetic Patient Notes From Multi-Part Electronic Health Records ACL 2024 URG: A Unified Ranking and Generation Method for Ensembling Language Models ACL 2024 Using Large Language Models to Assess Young Students’ Writing Revisions NAACL 2024 Using Program Repair as a Proxy for Language Models’ Feedback Ability in Programming Education NAACL 2024 Using Structured Health Information for Controlled Generation of Clinical Cases in French NAACL 2024