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The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (829)
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Hits 41 – 60 of 880
41
Extracting Event Temporal Relations via Hyperbolic Geometry ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Tan, Xingwei
. - : Underline Science Inc., 2021
BASE
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42
FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Bansal, Mohit
;
Guo, Han
. - : Underline Science Inc., 2021
BASE
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43
Contrastive Explanations for Model Interpretability ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Choi, Yejin
;
Elazar, Yanai
. - : Underline Science Inc., 2021
BASE
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44
Open Aspect Target Sentiment Classification with Natural Language Prompts ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Birle, Ian
;
Chang, Haw-Shiuan
. - : Underline Science Inc., 2021
BASE
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45
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Choenni, Rochelle
;
Shutova, Ekaterina
. - : Underline Science Inc., 2021
BASE
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46
We've had this conversation before: A Novel Approach to Measuring Dialog Similarity ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Anaby-Tavor, Ateret
;
Boaz, David
. - : Underline Science Inc., 2021
BASE
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47
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Baylon, Julia
;
Han, Rujun
. - : Underline Science Inc., 2021
BASE
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48
Visual Goal-Step Inference using wikiHow ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Callison-Burch, Chris
;
Lyu, Qing
. - : Underline Science Inc., 2021
BASE
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49
CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Cao, Shuyang
;
Wang, Lu
. - : Underline Science Inc., 2021
BASE
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50
Truth-Conditional Captions for Time Series Data ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Berg-Kirkpatrick, Taylor
;
Jhamtani, Harsh
. - : Underline Science Inc., 2021
BASE
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51
Knowledge Base Completion Meets Transfer Learning ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Kocijan, Vid
;
Lukasiewicz, Thomas
. - : Underline Science Inc., 2021
BASE
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52
Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Collins, Michael
;
Effland, Thomas
. - : Underline Science Inc., 2021
BASE
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53
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Chen, Jiawei
. - : Underline Science Inc., 2021
BASE
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54
Analyzing the Surprising Variability in Word Embedding Stability Across Languages ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Burdick, Laura
;
Kummerfeld, Jonathan
. - : Underline Science Inc., 2021
BASE
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55
Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Peng, Wei
. - : Underline Science Inc., 2021
BASE
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56
Towards Zero-Shot Knowledge Distillation for Natural Language Processing ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Ghaddar, Abbas
;
Lioutas, Vasileios
. - : Underline Science Inc., 2021
BASE
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57
Corrected CBOW Performs as well as Skip-gram ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Karl
;
Benton, Adrian
. - : Underline Science Inc., 2021
BASE
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58
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Damavandi, Babak
;
Geramifard, Alborz
;
Kottur, Satwik
;
Moon, Seungwhan
. - : Underline Science Inc., 2021
Abstract:
Anthology paper link: https://aclanthology.org/2021.emnlp-main.401/ Abstract: Next generation task-oriented dialog systems need to understand conversational contexts with their perceived surroundings, to effectively help users in the real-world multimodal environment. Existing task-oriented dialog datasets aimed towards virtual assistance fall short and do not situate the dialog in the user's multimodal context. To overcome, we present a new dataset for Situated and Interactive Multimodal Conversations, SIMMC 2.0, which includes 11K task-oriented user<>assistant dialogs (117K utterances) in the shopping domain, grounded in immersive and photo-realistic scenes. The dialogs are collected using a two-phase pipeline: (1) A novel multimodal dialog simulator generates simulated dialog flows, with an emphasis on diversity and richness of interactions, (2) Manual paraphrasing of the generated utterances to collect diverse referring expressions. We provide an in-depth analysis of the collected dataset, and ...
Keyword:
Computational Linguistics
;
Machine Learning
;
Machine Learning and Data Mining
;
Natural Language Processing
URL:
https://dx.doi.org/10.48448/ys4f-xb35
https://underline.io/lecture/37798-simmc-2.0-a-task-oriented-dialog-dataset-for-immersive-multimodal-conversations
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59
Automatic Text Evaluation through the Lens of Wasserstein Barycenters ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Clavel, Chloe
;
Colombo, Pierre
. - : Underline Science Inc., 2021
BASE
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60
Combining sentence and table evidence to predict veracity of factual claims using TaPaS and RoBERTa ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Funkquist, Martin
. - : Underline Science Inc., 2021
BASE
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