Natural Language Processing

Dialect & Sentiment Identification in Nuanced Arabic Tweets Using an Ensemble of Prompt-based, Fine-tuned, and Multitask BERT-Based Models EMNLP 2022 DialFact: A Benchmark for Fact-Checking in Dialogue ACL 2022 DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022 Dialo-AP: A Dependency Parsing Based Argument Parser for Dialogues COLING 2022 DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection EMNLP 2022 Dialog Inpainting: Turning Documents into Dialogs ICML 2022 DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization AAAI 2022 Dialogue Acts Aided Important Utterance Detection Based on Multiparty and Multimodal Information Interspeech 2022 DialogueEIN: Emotion Interaction Network for Dialogue Affective Analysis COLING 2022 DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Calls EMNLP 2022 Dialogue Meaning Representation for Task-Oriented Dialogue Systems EMNLP 2022 Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking ACL 2022 DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation ACL 2022 DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation NAACL 2022 DialSummEval: Revisiting Summarization Evaluation for Dialogues NAACL 2022 DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation ACL 2022 DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning IJCAI 2022 Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022 Dictionary-Assisted Supervised Contrastive Learning EMNLP 2022 Dict-TTS: Learning to Pronounce with Prior Dictionary Knowledge for Text-to-Speech NeurIPS 2022 DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022 Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts COLING 2022 Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022 Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization ACL 2022 Differentially Private Fine-tuning of Language Models ICLR 2022