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41
Neural Coreference Resolution for Arabic ...
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42
Improving Abstractive Dialogue Summarization with Graph Structures and Topic Words ...
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43
Choosing a Feature Set for Generating Referring Expressions in Context ...
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44
Aspect-Similarity-Aware Historical Influence Modeling for Rating Prediction ...
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45
Information Extraction from Federal Open Market Committee Statements ...
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46
Social Event: Music for COLING'2020 ...
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47
Sentiment Forecasting in Dialog ...
Abstract: Sentiment forecasting in dialog aims to predict the polarity of next utterance to come, and can help speakers revise their utterances in sentimental utterances generation. However, the polarity of next utterance is normally hard to predict, due to the lack of content of next utterance (yet to come). In this study, we propose a Neural Sentiment Forecasting (NSF) model to address inherent challenges. In particular, we employ a neural simulation model to simulate the next utterance based on the context (previous utterances encountered). Moreover, we employ a sequence influence model to learn both pair-wise and seq-wise influence. Empirical studies illustrate the importance of proposed sentiment forecasting task, and justify the effectiveness of our NSF model over several strong baselines. ...
Keyword: Computer and Information Science; Natural Language Processing; Neural Network
URL: https://underline.io/lecture/6228-sentiment-forecasting-in-dialog
https://dx.doi.org/10.48448/xvhp-ye38
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48
Exploiting Microblog Conversation Structures to Detect Rumors ...
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49
Individual corpora predict fast memory retrieval during reading ...
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50
Improving Document-Level Sentiment Analysis with User and Product Context ...
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51
Knowledge-Enhanced Natural Language Inference Based on Knowledge Graphs ...
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52
Measuring Alignment to Authoritarian State Media as Framing Bias ...
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53
Hitachi at SemEval-2020 Task 7: Stacking at Scalewith Heterogeneous Language Models for Humor Recognition ...
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54
Exploring the Zero Shot Limit of FewRel ...
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55
ASR for Non-standardised Languages with Dialectal Variation: the case of Swiss German ...
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56
DisenE: Disentangling Knowledge Graph Embeddings ...
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57
IIE-NLP-NUT at SemEval-2020 Task 4: Guiding PLM with Prompt Template Reconstruction Strategy for ComVE ...
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58
Query Distillation: BERT-based Distillation for Ensemble Ranking ...
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59
Complaint Identification in Social Media with Transformer Networks ...
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60
AraBench: Benchmarking Dialectal Arabic-English Machine Translation ...
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