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07/05/2023
Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning
Recently, the release of INSTRUCTEVAL has provided valuable insights int...
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05/19/2023
STOAT: Structured Data to Analytical Text With Controls
Recent language models have made tremendous progress in the structured d...
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04/24/2023
Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model
The immense scale of the recent large language models (LLM) allows many ...
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10/29/2022
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering
We propose a simple refactoring of multi-choice question answering (MCQA...
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10/06/2022
Multiview Contextual Commonsense Inference: A New Dataset and Task
Contextual commonsense inference is the task of generating various types...
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08/31/2022
Generating Intermediate Steps for NLI with Next-Step Supervision
The Natural Language Inference (NLI) task often requires reasoning over ...
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03/25/2022
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues
This paper addresses the problem of dialogue reasoning with contextualiz...
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09/06/2021
STaCK: Sentence Ordering with Temporal Commonsense Knowledge
Sentence order prediction is the task of finding the correct order of se...
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06/22/2021
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication
The majority of existing methods for empathetic response generation rely...
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06/01/2021
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning
Commonsense inference to understand and explain human language is a fund...
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12/22/2020
Recognizing Emotion Cause in Conversations
Recognizing the cause behind emotions in text is a fundamental yet under...
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12/11/2020
Improving Zero Shot Learning Baselines with Commonsense Knowledge
Zero shot learning – the problem of training and testing on a completely...
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11/19/2020
Persuasive Dialogue Understanding: the Baselines and Negative Results
Persuasion aims at forming one's opinion and action via a series of pers...
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10/06/2020
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations
In this paper, we address the task of utterance level emotion recognitio...
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10/04/2020
MIME: MIMicking Emotions for Empathetic Response Generation
Current approaches to empathetic response generation view the set of emo...
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09/29/2020
Utterance-level Dialogue Understanding: An Empirical Study
The recent abundance of conversational data on the Web and elsewhere cal...
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05/26/2020
Visual Interest Prediction with Attentive Multi-Task Transfer Learning
Visual interest affect prediction is a very interesting area of rese...
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05/02/2020
KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis
Cross-domain sentiment analysis has received significant attention in re...
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08/30/2019
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation
Emotion recognition in conversation (ERC) has received much attention, l...
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05/14/2019
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis
Related tasks often have inter-dependence on each other and perform bett...
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08/03/2018