Natural Language Processing

R-BASS : Relevance-aided Block-wise Adaptation for Speech Summarization NAACL 2024 RDRec: Rationale Distillation for LLM-based Recommendation ACL 2024 RE2: Region-Aware Relation Extraction from Visually Rich Documents NAACL 2024 ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining ACL 2024 Read between the lines - Functionality Extraction From READMEs NAACL 2024 ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment EMNLP 2024 README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP EMNLP 2024 REAL: A Retrieval-Augmented Entity Linking Approach for Biomedical Concept Recognition ACL 2024 Real World Conversational Entity Linking Requires More Than Zero-Shots ACL 2024 REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation ACL 2024 REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering EMNLP 2024 Reason from Fallacy: Enhancing Large Language Models’ Logical Reasoning through Logical Fallacy Understanding NAACL 2024 Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models ACL 2024 Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance ACL 2024 Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment ACL 2024 Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning ICLR 2024 Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs EMNLP 2024 Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models EMNLP 2024 Reasoning with Natural Language Explanations EMNLP 2024 Reasons and Solutions for the Decline in Model Performance after Editing NeurIPS 2024 Reasons to Reject? Aligning Language Models with Judgments ACL 2024 Reassessing Semantic Knowledge Encoded in Large Language Models through the Word-in-Context Task COLING 2024 Reassess Summary Factual Inconsistency Detection with Large Language Model ACL 2024 REBEL: Reinforcement Learning via Regressing Relative Rewards NeurIPS 2024 ReBERT at HSD-2Lang 2024: Fine-Tuning BERT with AdamW for Hate Speech Detection in Arabic and Turkish EACL 2024