Caiming Xiong

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles.

[BibT_eX]

[DOI]

Kung-Hsiang Huang

Philippe Laban

Alexander R. Fabbri

Shafiq Joty

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Hierarchical Point Attention for Indoor 3D Object Detection.

[BibT_eX]

[DOI]

Manli Shu

Ning Yu

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Unified Training of Universal Time Series Forecasting Transformers.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Position: TrustLLM: Trustworthiness in Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Lemur: Harmonizing Natural Language and Code for Language Agents.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

FOLIO: Natural Language Reasoning with First-Order Logic.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

ULIP-2: Towards Scalable Multimodal Pre-Training for 3D Understanding.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Diffusion Model Alignment Using Direct Preference Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HIVE: Harnessing Human Feedback for Instructional Visual Editing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Causal Layering via Conditional Entropy.

[BibT_eX]

[DOI]

Proceedings of the Causal Learning and Reasoning, 2024

FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Marvista: Exploring the Design of a Human-AI Collaborative News Reading Tool.

[BibT_eX]

[DOI]

ACM Trans. Comput. Hum. Interact., December, 2023

Improving Tail-Class Representation with Centroid Contrastive Learning.

[BibT_eX]

[DOI]

Anthony Meng Huat Tiong

Pattern Recognit. Lett., April, 2023

Merlion: End-to-End Machine Learning for Time Series.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

Unlocking Anticipatory Text Generation: A Constrained Approach for Faithful Decoding with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?

[BibT_eX]

[DOI]

CoRR, 2023

Are You Sure? Challenging LLMs Leads to Performance Drops in The FlipFlop Experiment.

[BibT_eX]

[DOI]

CoRR, 2023

OpenAgents: An Open Platform for Language Agents in the Wild.

[BibT_eX]

[DOI]

CoRR, 2023

L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

XGen-7B Technical Report.

[BibT_eX]

[DOI]

CoRR, 2023

Exploring the Integration Strategies of Retriever and Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents.

[BibT_eX]

[DOI]

CoRR, 2023

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization.

[BibT_eX]

[DOI]

CoRR, 2023

REX: Rapid Exploration and eXploitation for AI Agents.

[BibT_eX]

[DOI]

CoRR, 2023

LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond.

[BibT_eX]

[DOI]

CoRR, 2023

ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding.

[BibT_eX]

[DOI]

CoRR, 2023

Answering Complex Questions over Text by Hybrid Question Parsing and Execution.

[BibT_eX]

[DOI]

CoRR, 2023

CodeGen2: Lessons for Training LLMs on Programming and Natural Languages.

[BibT_eX]

[DOI]

CoRR, 2023

On the Unlikelihood of D-Separation.

[BibT_eX]

[DOI]

CoRR, 2023

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT.

[BibT_eX]

[DOI]

CoRR, 2023

Salesforce CausalAI Library: A Fast and Scalable Framework for Causal Analysis of Time Series and Tabular Data.

[BibT_eX]

[DOI]

CoRR, 2023

Model-Agnostic Hierarchical Attention for 3D Object Detection.

[BibT_eX]

[DOI]

Manli Shu

Ning Yu

Juan Carlos Niebles

Ran Xu

CoRR, 2023

Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System.

[BibT_eX]

[DOI]

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

Preference-grounded Token-level Guidance for Language Model Fine-tuning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Lower Bounds for Learning in Revealing POMDPs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Improved Online Conformal Prediction via Strongly Adaptive Online Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning.

[BibT_eX]

[DOI]

Xiangyu Peng

Chen Xing

Proceedings of the Eleventh International Conference on Learning Representations, 2023

CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Binding Language Models in Symbolic Languages.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Robustness Evaluation of Transformer-Based Form Field Extractors via Form Attacks.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries.

[BibT_eX]

[DOI]

Alexander R. Fabbri

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

SharPT: Shared Latent Space Prompt Tuning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Long Document Summarization with Top-down and Bottom-up Inference.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

What's New? Summarizing Contributions in Scientific Literature.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding.

[BibT_eX]

[DOI]

Mingfei Gao

Chen Xing

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Zero-shot Item-based Recommendation via Multi-task Product Knowledge Graph Pre-Training.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Designing and Evaluating Interfaces that Highlight News Coverage Diversity Using Discord Questions.

[BibT_eX]

[DOI]

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Best-k Search Algorithm for Neural Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Learning to Play General-Sum Games against Multiple Boundedly Rational Agents.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

FeTaQA: Free-form Table Question Answering.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2022

A Dynamic Frame Selection Framework for Fast Video Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer.

[BibT_eX]

[DOI]

CoRR, 2022

ULIP: Learning Unified Representation of Language, Image and Point Cloud for 3D Understanding.

[BibT_eX]

[DOI]

Mingfei Gao

Chen Xing

CoRR, 2022

FOLIO: Natural Language Reasoning with First-Order Logic.

[BibT_eX]

[DOI]

CoRR, 2022

Generating Negative Samples for Sequential Recommendation.

[BibT_eX]

[DOI]

Yongjun Chen

Zhiwei Liu

Julian J. McAuley

CoRR, 2022

BigIssue: A Realistic Bug Localization Benchmark.

[BibT_eX]

[DOI]

CoRR, 2022

Marvista: A Human-AI Collaborative Reading Tool.

[BibT_eX]

[DOI]

CoRR, 2022

MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation.

[BibT_eX]

[DOI]

CoRR, 2022

Improving Contrastive Learning with Model Augmentation.

[BibT_eX]

[DOI]

CoRR, 2022

A Conversational Paradigm for Program Synthesis.

[BibT_eX]

[DOI]

CoRR, 2022

Converse: A Tree-Based Modular Task-Oriented Dialogue System.

[BibT_eX]

[DOI]

CoRR, 2022

Structure Extraction in Task-Oriented Dialogues with Slot Clustering.

[BibT_eX]

[DOI]

CoRR, 2022

Intent Contrastive Learning for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

RGRecSys: A Toolkit for Robustness Evaluation of Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Local calibration: metrics and recalibration.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

ELECRec: Training Sequential Recommenders as Discriminators.

[BibT_eX]

[DOI]

Yongjun Chen

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Policy Optimization for Markov Games: Unified Framework and Faster Convergence.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

MixQG: Neural Question Generation with Mixed Answer Types.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

Ehsan Hosseini-Asl

Wenhao Liu

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

NaturalCC: An Open-Source Toolkit for Code Intelligence.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2022

BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Efficient and Differentiable Conformal Prediction with General Function Classes.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models.

[BibT_eX]

[DOI]

Lifu Tu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

SPE: Symmetrical Prompt Enhancement for Fact Probing.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Discord Questions: A Computational Approach To Diversity Analysis in News Coverage.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

CTRLsum: Towards Generic Controllable Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Improving Factual Consistency in Summarization with Compression-Based Post-Editing.

[BibT_eX]

[DOI]

Alexander R. Fabbri

Jesse Vig

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Open Vocabulary Object Detection with Pseudo Bounding-Box Labels.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Modeling Multi-hop Question Answering as Single Sequence Prediction.

[BibT_eX]

[DOI]

Semih Yavuz

Govardana Sachithanandam Ramachandran

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

QAConv: Question Answering on Informative Conversations.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

[CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

DialFact: A Benchmark for Fact-Checking in Dialogue.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

ConTinTin: Continual Learning from Task Instructions.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on NLP for Conversational AI, 2022

2021

SummEval: Re-evaluating Summarization Evaluation.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2021

A Coarse-to-Fine Framework for Resource Efficient Video Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

Value Retrieval with Arbitrary Queries for Form-like Documents.

[BibT_eX]

[DOI]

CoRR, 2021

Combining Data-driven Supervision with Human-in-the-loop Feedback for Entity Resolution.

[BibT_eX]

[DOI]

Shelby Heinecke

Govardana Sachithanandam Ramachandran

CoRR, 2021

Towards Open Vocabulary Object Detection without Human-provided Bounding Boxes.

[BibT_eX]

[DOI]

CoRR, 2021

Momentum Contrastive Autoencoder: Using Contrastive Learning for Latent Space Distribution Matching in WAE.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Rich Nearest Neighbor Representations from Self-supervised Ensembles.

[BibT_eX]

[DOI]

CoRR, 2021

MixQG: Neural Question Generation with Mixed Answer Types.

[BibT_eX]

[DOI]

CoRR, 2021

Field Extraction from Forms with Unlabeled Data.

[BibT_eX]

[DOI]

CoRR, 2021

Modeling Dynamic Attributes for Next Basket Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Merlion: A Machine Learning Library for Time Series.

[BibT_eX]

[DOI]

CoRR, 2021

Contrastive Self-supervised Sequential Recommendation with Robust Augmentation.

[BibT_eX]

[DOI]

CoRR, 2021

ERMAS: Becoming Robust to Reward Function Sim-to-Real Gaps in Multi-Agent Simulations.

[BibT_eX]

[DOI]

CoRR, 2021

Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection.

[BibT_eX]

[DOI]

CoRR, 2021

FeTaQA: Free-form Table Question Answering.

[BibT_eX]

[DOI]

CoRR, 2021

Causal-aware Safe Policy Improvement for Task-oriented dialogue.

[BibT_eX]

[DOI]

CoRR, 2021

Localized Calibration: Metrics and Recalibration.

[BibT_eX]

[DOI]

CoRR, 2021

Robustness Gym: Unifying the NLP Evaluation Landscape.

[BibT_eX]

[DOI]

Karan Goel

CoRR, 2021

Proposal Learning for Semi-Supervised Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Task similarity aware meta learning: theory-inspired improvement on MAML.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Pseudo Siamese Network for Few-shot Intent Generation.

[BibT_eX]

[DOI]

Congying Xia

Philip S. Yu

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Evaluating State-of-the-Art Classification Models Against Bayes Optimality.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Align before Fuse: Vision and Language Representation Learning with Momentum Distillation.

[BibT_eX]

[DOI]

Ramprasaath R. Selvaraju

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Understanding the Under-Coverage Bias in Uncertainty Estimation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sample-Efficient Learning of Stackelberg Equilibria in General-Sum Games.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning to Synthesize Data for Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

SCRIPT: Self-Critic PreTraining of Transformers.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

DART: Open-Domain Structured Data Record to Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization.

[BibT_eX]

[DOI]

Stanislaw Jastrzebski

Proceedings of the 38th International Conference on Machine Learning, 2021

Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

How Important is the Train-Validation Split in Meta-Learning?

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

BERTology Meets Biology: Interpreting Attention in Protein Language Models.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers.

[BibT_eX]

[DOI]

Xifeng Yan

Proceedings of the 9th International Conference on Learning Representations, 2021

Representation Learning for Sequence Data with Deep Autoencoding Predictive Components.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Prototypical Contrastive Learning of Unsupervised Representations.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

MoPro: Webly Supervised Learning with Momentum Prototypes.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Learning from Noisy Data with Robust Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CoMatch: Semi-supervised Learning with Contrastive Graph Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Unsupervised Paraphrasing with Pretrained Language Models.

[BibT_eX]

[DOI]

Tong Niu

Semih Yavuz

Harshavardhan Utharavalli

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Dense Hierarchical Retrieval for Open-domain Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Structured Scene Memory for Vision-Language Navigation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

On the Diversity and Explainability of Recommender Systems: A Practical Framework for Enterprise App Recommendation.

[BibT_eX]

[DOI]

Govardana Sachithanandam Ramachandran

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

GAEA: Graph Augmentation for Equitable Access via Reinforcement Learning.

[BibT_eX]

[DOI]

Ivan Brugere

Lav R. Varshney

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

BatchMixup: Improving Training by Interpolating Hidden States of the Entire Mini-batch.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

DocNLI: A Large-scale Dataset for Document-level Natural Language Inference.

[BibT_eX]

[DOI]

Dragomir R. Radev

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Unsupervised Out-of-Domain Detection via Pre-trained Transformers.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Controllable Abstractive Dialogue Summarization with Sketch Supervision.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

NaturalCC: A Toolkit to Naturalize the Source Code Corpus.

[BibT_eX]

[DOI]

CoRR, 2020

Unsupervised Paraphrase Generation via Dynamic Blocking.

[BibT_eX]

[DOI]

CoRR, 2020

Explaining and Improving Model Behavior with k Nearest Neighbor Representations.

[BibT_eX]

[DOI]

CoRR, 2020

DART: Open-Domain Structured Data Record to Text Generation.

[BibT_eX]

[DOI]

CoRR, 2020

EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.

[BibT_eX]

[DOI]

CoRR, 2020

Prototypical Contrastive Learning of Unsupervised Representations.

[BibT_eX]

[DOI]

CoRR, 2020

ToD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogues.

[BibT_eX]

[DOI]

CoRR, 2020

Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT.

[BibT_eX]

[DOI]

CoRR, 2020

Towards Noise-resistant Object Detection with Noisy Annotations.

[BibT_eX]

[DOI]

CoRR, 2020

Differentially Private Deep Learning with Smooth Sensitivity.

[BibT_eX]

[DOI]

CoRR, 2020

Neural Bayes: A Generic Parameterization Method for Unsupervised Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Taylorized Training: Towards Better Approximation of Neural Network Training at Finite Width.

[BibT_eX]

[DOI]

CoRR, 2020

Proposal Learning for Semi-Supervised Object Detection.

[BibT_eX]

[DOI]

CoRR, 2020

Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking.

[BibT_eX]

[DOI]

Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, 2020

Theory-Inspired Path-Regularized Differential Network Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Towards Theoretically Understanding Why Sgd Generalizes Better Than Adam in Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Online Structured Meta-learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Towards Understanding Hierarchical Learning: Benefits of Neural Representations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

An Investigation of Phone-Based Subword Units for End-to-End Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start.

[BibT_eX]

[DOI]

Dragomir R. Radev

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging.

[BibT_eX]

[DOI]

Semih Yavuz

Wenhao Liu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Composed Variational Natural Language Generation for Few-shot Intents.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Probing Task-Oriented Dialogue Representation from Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Improving Limited Labeled Dialogue State Tracking with Self-Supervision.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

VD-BERT: A Unified Vision and Dialog Transformer with BERT.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing.

[BibT_eX]

[DOI]

Xi Victoria Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Evaluating the Factual Consistency of Abstractive Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

The Thieves on Sesame Street are Polyglots - Extracting Multilingual Models from Monolingual APIs.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Learning From Noisy Anchors for One-Stage Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Building Salesforce Neural Machine Translation System.

[BibT_eX]

[DOI]

Proceedings of the 14th Conference of the Association for Machine Translation in the Americas, 2020

Assessing Local Generalization Capability in Deep Models.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Photon: A Robust Cross-Domain Text-to-SQL System.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation.

[BibT_eX]

[DOI]

Tianlu Wang

Xi Victoria Lin

Vicente Ordonez

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

ESPRIT: Explaining Solutions to Physical Reasoning Tasks.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

ERASER: A Benchmark to Evaluate Rationalized NLP Models.

[BibT_eX]

[DOI]

Jay DeYoung

Sarthak Jain

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Attentive Student Meets Multi-Task Teacher: Improved Knowledge Distillation for Pretrained Models.

[BibT_eX]

[DOI]

CoRR, 2019

Sketch-Fill-A-R: A Persona-Grounded Chit-Chat Generation Framework.

[BibT_eX]

[DOI]

CoRR, 2019

Global Capacity Measures for Deep ReLU Networks via Path Sampling.

[BibT_eX]

[DOI]

Ryan Theisen

Jason M. Klusowski

CoRR, 2019

Entropy Penalty: Towards Generalization Beyond the IID Assumption.

[BibT_eX]

[DOI]

Devansh Arpit

CoRR, 2019

CTRL: A Conditional Transformer Language Model for Controllable Generation.

[BibT_eX]

[DOI]

CoRR, 2019

Deleter: Leveraging BERT to Perform Unsupervised Successive Text Compression.

[BibT_eX]

[DOI]

Tong Niu

CoRR, 2019

Learning World Graphs to Accelerate Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2019

XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering.

[BibT_eX]

[DOI]

Jasdeep Singh

CoRR, 2019

Unifying Question Answering and Text Classification via Span Extraction.

[BibT_eX]

[DOI]

CoRR, 2019

A High-Quality Multilingual Dataset for Structured Documentation Translation.

[BibT_eX]

[DOI]

Proceedings of the Fourth Conference on Machine Translation, 2019

LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

On the Generalization Gap in Reparameterizable Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Taming MAML: Efficient unbiased meta-reinforcement learning.

[BibT_eX]

[DOI]

Hao Liu

Proceedings of the 36th International Conference on Machine Learning, 2019

Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Global-to-local Memory Pointer Networks for Task-Oriented Dialogue.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Self-Monitoring Navigation Agent via Auxiliary Progress Estimation.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Competitive experience replay.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation.

[BibT_eX]

[DOI]

Akhilesh Gotmare

Proceedings of the 7th International Conference on Learning Representations, 2019

StartNet: Online Detection of Action Start in Untrimmed Videos.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Neural Text Summarization: A Critical Evaluation.

[BibT_eX]

[DOI]

Wojciech Kryscinski

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

WSLLN: Weakly Supervised Natural Language Localization Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

AdaFrame: Adaptive Frame Selection for Fast Video Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

The Regretful Agent: Heuristic-Aided Navigation Through Progress Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

SParC: Cross-Domain Semantic Parsing in Context.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Explain Yourself! Leveraging Language Models for Commonsense Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

BERT is Not an Interlingua and the Bias of Tokenization.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019

2018

Interactive Agent Modeling by Learning to Probe.

[BibT_eX]

[DOI]

CoRR, 2018

Identifying Generalization Properties in Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Augmented Cyclic Adversarial Learning for Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2018

The Natural Language Decathlon: Multitask Learning as Question Answering.

[BibT_eX]

[DOI]

CoRR, 2018

Using Mode Connectivity for Loss Landscape Analysis.

[BibT_eX]

[DOI]

Akhilesh Gotmare

CoRR, 2018

Global-Locally Self-Attentive Dialogue State Tracker.

[BibT_eX]

[DOI]

CoRR, 2018

A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

DCN+: Mixed Objective And Deep Residual Coattention for Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Interpretable Counting for Visual Question Answering.

[BibT_eX]

[DOI]

Alexander Trott

Proceedings of the 6th International Conference on Learning Representations, 2018

Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning.

[BibT_eX]

[DOI]

Tianmin Shu

Proceedings of the 6th International Conference on Learning Representations, 2018

A Deep Reinforced Model for Abstractive Summarization.

[BibT_eX]

[DOI]

Romain Paulus

Proceedings of the 6th International Conference on Learning Representations, 2018

Non-Autoregressive Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Improving End-to-End Speech Recognition with Policy Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Multi-Hop Knowledge Graph Reasoning with Reward Shaping.

[BibT_eX]

[DOI]

Xi Victoria Lin

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Improving Abstraction in Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

End-to-End Dense Video Captioning With Masked Transformer.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Efficient and Robust Question Answering from Minimal Context over Documents.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Global-Locally Self-Attentive Encoder for Dialogue State Tracking.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Neural Abstract Style Transfer for Chinese Traditional Painting.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Active Clustering with Model-Based Uncertainty Reduction.

[BibT_eX]

[DOI]

David M. Johnson

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Block-diagonal Hessian-free Optimization for Training Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Improved Regularization Techniques for End-to-End Speech Recognition.

[BibT_eX]

[DOI]

CoRR, 2017

Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Action Understanding with Multiple Classes of Actors.

[BibT_eX]

[DOI]

Chenliang Xu

CoRR, 2017

Learned in Translation: Contextualized Word Vectors.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Dynamic Coattention Networks For Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Pointer Sentinel Mixture Models.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Quasi-Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies.

[BibT_eX]

[DOI]

David M. Johnson

IEEE Trans. Knowl. Data Eng., 2016

A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs.

[BibT_eX]

[DOI]

CoRR, 2016

Grounded Semantic Role Labeling.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

Robot learning with a spatial, temporal, and causal and-or graph.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Dynamic Memory Networks for Visual and Textual Question Answering.

[BibT_eX]

[DOI]

Stephen Merity

Proceedings of the 33nd International Conference on Machine Learning, 2016

Recognizing Car Fluents from Video.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Maximum Margin Dirichlet Process Mixtures for Clustering.

[BibT_eX]

[DOI]

Gang Chen

Haiying Zhang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Accurate Annotation of Remote Sensing Images via Active Spectral Clustering with Little Expert Knowledge.

[BibT_eX]

[DOI]

Remote. Sens., 2015

Can humans fly? Action understanding with multiple classes of actors.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Joint action recognition and pose estimation from video.

[BibT_eX]

[DOI]

Bruce Xiaohan Nie

Song-Chun Zhu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A Unified Framework for Human-Robot Knowledge Transfer.

[BibT_eX]

[DOI]

Nishant Shukla

Song-Chun Zhu

Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015

Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Compositional Structure Learning for Action Understanding.

[BibT_eX]

[DOI]

CoRR, 2014

Adaptive Quantization for Hashing: An Information-Based Approach to Learning Binary Codes.

[BibT_eX]

[DOI]

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Spectral active clustering of remote sensing images.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Seeing is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions.

[BibT_eX]

[DOI]

Andrei Barbu

Daniel Paul Barrett

Wei Chen

Siddharth Narayanaswamy

Christiane D. Fellbaum

Thomas Michael Talavage

Ronnie B. Wilbur

Proceedings of the Computer Vision - ECCV 2014, 2014

Actionness Ranking with Lattice Conditional Ordinal Random Fields.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Latent Domains Modeling for Visual Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Uncertainty Reduction for Active Image Clustering via a Hybrid Global-Local Uncertainty Model.

[BibT_eX]

[DOI]

David M. Johnson

Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

Comprehensive Cross-Hierarchy Cluster Agreement Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012

Random forests for metric learning with implicit pairwise position dependence.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Dictionary transfer for image denoising via domain adaptation.

[BibT_eX]

[DOI]

Gang Chen

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Streaming Hierarchical Video Segmentation.

[BibT_eX]

[DOI]

Chenliang Xu

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

AirTouch: Interacting with computer systems at a distance.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Towards a parts-based approach to sub-cortical brain structure parsing.

[BibT_eX]

[DOI]

Digvijay Gagneja