Natural Language Processing

Unsupervised Contrast-Consistent Ranking with Language Models EACL 2024 Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding ACL 2024 Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts EMNLP 2024 Unsupervised End-to-End Task-Oriented Dialogue with LLMs: The Power of the Noisy Channel EMNLP 2024 Unsupervised Evaluation of Code LLMs with Round-Trip Correctness ICML 2024 Unsupervised Extraction of Dialogue Policies from Conversations EMNLP 2024 Unsupervised Extractive Summarization with Learnable Length Control Strategies AAAI 2024 Unsupervised Hierarchical Topic Modeling via Anchor Word Clustering and Path Guidance EMNLP 2024 Unsupervised Human Preference Learning EMNLP 2024 Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024 Unsupervised Named Entity Disambiguation for Low Resource Domains EMNLP 2024 Unsupervised Parsing by Searching for Frequent Word Sequences among Sentences with Equivalent Predicate-Argument Structures ACL 2024 Unsupervised Pretraining for Fact Verification by Language Model Distillation ICLR 2024 Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models ACL 2024 Unsupervised Sign Language Translation and Generation ACL 2024 Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval EMNLP 2024 Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models COLING 2024 Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs EMNLP 2024 Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration ICML 2024 Unveiling and Manipulating Prompt Influence in Large Language Models ICLR 2024 Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning AAAI 2024 Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization EMNLP 2024 Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism EMNLP 2024 Unveiling Linguistic Regions in Large Language Models ACL 2024 Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses EMNLP 2024