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09/16/2023
Contextual Label Projection for Cross-Lingual Structure Extraction
Translating training data into target languages has proven beneficial fo...
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07/24/2023
RLCD: Reinforcement Learning from Contrast Distillation for Language Model Alignment
We propose Reinforcement Learning from Contrast Distillation (RLCD), a m...
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06/27/2023
Next Steps for Human-Centered Generative AI: A Technical Perspective
Through iterative, cross-disciplinary discussions, we define and propose...
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06/24/2023
DesCo: Learning Object Recognition with Rich Language Descriptions
Recent development in vision-language approaches has instigated a paradi...
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06/20/2023
Open-Domain Text Evaluation via Meta Distribution Modeling
Recent advances in open-domain text generation models powered by large p...
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06/20/2023
On Compositionality and Improved Training of NADO
NeurAlly-Decomposed Oracle (NADO) is a powerful approach for controllabl...
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05/30/2023
Unsupervised Melody-to-Lyric Generation
Automatic melody-to-lyric generation is a task in which song lyrics are ...
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05/26/2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model
Event argument extraction (EAE) identifies event arguments and their spe...
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05/26/2023
Code-Switched Text Synthesis in Unseen Language Pairs
Existing efforts on text synthesis for code-switching mostly require tra...
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05/26/2023
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales
Social biases and stereotypes are embedded in our culture in part throug...
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05/24/2023
STAR: Boosting Low-Resource Event Extraction by Structure-to-Text Data Generation with Large Language Models
Structure prediction tasks such as event extraction require an in-depth ...
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05/24/2023
Identifying Informational Sources in News Articles
News articles are driven by the informational sources journalists use in...
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05/24/2023
Gender Biases in Automatic Evaluation Metrics: A Case Study on Image Captioning
Pretrained model-based evaluation metrics have demonstrated strong perfo...
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05/23/2023
Masked Path Modeling for Vision-and-Language Navigation
Vision-and-language navigation (VLN) agents are trained to navigate in r...
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05/19/2023
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning
Recent works on instruction tuning (IT) have achieved great performance ...
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05/12/2023
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems
Commonsense reasoning is omnipresent in human communications and thus is...
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05/12/2023
Unsupervised Melody-Guided Lyrics Generation
Automatic song writing is a topic of significant practical interest. How...
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04/15/2023
Tractable Control for Autoregressive Language Generation
Despite the success of autoregressive large language models in text gene...
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01/26/2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning
Dialogue state tracking (DST) is an important step in dialogue managemen...
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01/05/2023
Sequentially Controlled Text Generation
While GPT-2 generates sentences that are remarkably human-like, longer d...
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12/21/2022
Generalized Decoding for Pixel, Image, and Language
We present X-Decoder, a generalized decoding model that can predict pixe...
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12/20/2022
DOC: Improving Long Story Coherence With Detailed Outline Control
We propose the Detailed Outline Control (DOC) framework for improving lo...
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12/03/2022
Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts
We present a robust methodology for evaluating biases in natural languag...
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11/25/2022
A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale
Fairy tales are a common resource for young children to learn a language...
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10/24/2022
A Unified Framework for Pun Generation with Humor Principles
We propose a unified framework to generate both homophonic and homograph...
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10/22/2022
EnDex: Evaluation of Dialogue Engagingness at Scale
We propose EnDex, the first human-reaction based model to evaluate dialo...
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10/16/2022
Character-Centric Story Visualization via Visual Planning and Token Alignment
Story visualization advances the traditional text-to-image generation by...
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10/13/2022
Re3: Generating Longer Stories With Recursive Reprompting and Revision
We consider the problem of automatically generating longer stories of ov...
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09/24/2022
Controllable Text Generation for Open-Domain Creativity and Fairness
Recent advances in large pre-trained language models have demonstrated s...
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08/17/2022
NECE: Narrative Event Chain Extraction Toolkit
NECE is an event-based text analysis toolkit built for narrative documen...
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08/16/2022
DICE: Data-Efficient Clinical Event Extraction with Generative Models
Event extraction in the clinical domain is an under-explored research ar...
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06/15/2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone
Vision-language (VL) pre-training has recently received considerable att...
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06/14/2022
NewsEdits: A News Article Revision Dataset and a Document-Level Reasoning Challenge
News article revision histories provide clues to narrative and factual e...
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06/09/2022
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation
The speaker-follower models have proven to be effective in vision-and-la...
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05/27/2022
Controllable Text Generation with Neurally-Decomposed Oracle
We propose a general and efficient framework to control auto-regressive ...
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05/25/2022
A Simple and Unified Tagging Model with Priming for Relational Structure Predictions
Relational structure extraction covers a wide range of tasks and plays a...
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05/25/2022
Helpfulness and Fairness of Task-Oriented Dialogue Systems
Task-oriented dialogue systems aim to answer questions from users and pr...
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05/25/2022
GENEVA: Pushing the Limit of Generalizability for Event Argument Extraction with 100+ Event Types
Numerous events occur worldwide and are documented in the news, social m...
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05/25/2022
Learning Action Conditions from Instructional Manuals for Instruction Understanding
The ability to infer pre- and postconditions of an action is vital for c...
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05/10/2022
Sibylvariant Transformations for Robust Text Classification
The vast majority of text transformation techniques in NLP are inherentl...
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05/04/2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts
Stories or narratives are comprised of a sequence of events. To compose ...
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05/04/2022
AmbiPun: Generating Humorous Puns with Ambiguous Context
In this paper, we propose a simple yet effective way to generate pun sen...
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05/03/2022
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features
Poetry generation, and creative language generation in general, usually ...
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03/26/2022
Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension
Question answering (QA) is a fundamental means to facilitate assessment ...
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03/18/2022
DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations
Automatic evaluation metrics are essential for the rapid development of ...
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03/15/2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction
We present a study on leveraging multilingual pre-trained generative lan...
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01/01/2022
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization
Commonsense question answering (CQA) aims to test if models can answer q...
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10/16/2021
Understanding Procedural Knowledge by Sequencing Multimodal Instructional Manuals
The ability to sequence unordered events is an essential skill to compre...
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10/16/2021
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark
Dialogue safety problems severely limit the real-world deployment of neu...
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10/15/2021