Publications (62)
FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows
Jianqiao Zhao, Yanyang Li, Wanyu Du +4
Entity-Augmented Distributional Semantics for Discourse Relations
Yangfeng Ji, Jacob Eisenstein
LSTM based Conversation Models
Yi Luan, Yangfeng Ji, Mari Ostendorf
CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification
Stephanie Schoch, Haifeng Xu, Yangfeng Ji
Simple Text Detoxification by Identifying a Linear Toxic Subspace in Language Model Embeddings
Andrew Wang, Mohit Sudhakar, Yangfeng Ji
Document Context Language Models
Yangfeng Ji, Trevor Cohn, Lingpeng Kong +2
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
Sebastian Gehrmann, Tosin Adewumi, Karmanya Aggarwal +53
Pre-training Transformers for Knowledge Graph Completion
Sanxing Chen, Hao Cheng, Xiaodong Liu +3
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers
Hanjie Chen, Yangfeng Ji
Pointwise Paraphrase Appraisal is Potentially Problematic
Hannah Chen, Yangfeng Ji, David Evans
TPIE: Topology-Preserved Image Editing With Text Instructions
Nivetha Jayakumar, Srivardhan Reddy Gadila, Tonmoy Hossain +2
A Latent Variable Recurrent Neural Network for Discourse Relation Language Models
Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein
HittER: Hierarchical Transformers for Knowledge Graph Embeddings
Sanxing Chen, Xiaodong Liu, Jianfeng Gao +3
Expert-Grounded Automatic Prompt Engineering for Extracting Lattice Constants of High-Entropy Alloys from Scientific Publications using Large Language Models
Shunshun Liu, Talon R. Booth, Yangfeng Ji +2
Synopses of Movie Narratives: a Video-Language Dataset for Story Understanding
Yidan Sun, Qin Chao, Yangfeng Ji +1
Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification
Ruixuan Tang, Hanjie Chen, Yangfeng Ji
A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing
Sanxing Chen, Aidan San, Xiaodong Liu +1
SelectFormer: Private and Practical Data Selection for Transformers
Xu Ouyang, Felix Xiaozhu Lin, Yangfeng Ji
Does Differential Privacy Impact Bias in Pretrained NLP Models?
Md. Khairul Islam, Andrew Wang, Tianhao Wang +3
Pre-trained Sentence Embeddings for Implicit Discourse Relation Classification
Murali Raghu Babu Balusu, Yangfeng Ji, Jacob Eisenstein
DyNet: The Dynamic Neural Network Toolkit
Graham Neubig, Chris Dyer, Yoav Goldberg +22
Contextualizing Variation in Text Style Transfer Datasets
Stephanie Schoch, Wanyu Du, Yangfeng Ji
deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets
Michel Galley, Chris Brockett, Alessandro Sordoni +6
An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation
Wanyu Du, Yangfeng Ji
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning
Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah +1
Improving the Explainability of Neural Sentiment Classifiers via Data Augmentation
Hanjie Chen, Yangfeng Ji
Blending Reward Functions via Few Expert Demonstrations for Faithful and Accurate Knowledge-Grounded Dialogue Generation
Wanyu Du, Yangfeng Ji
Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection
Hanjie Chen, Guangtao Zheng, Yangfeng Ji
Neural Discourse Structure for Text Categorization
Yangfeng Ji, Noah Smith
Unsupervised Concept Vector Extraction for Bias Control in LLMs
Hannah Cyberey, Yangfeng Ji, David Evans
Improve Temporal Awareness of LLMs for Sequential Recommendation
Zhendong Chu, Zichao Wang, Ruiyi Zhang +3
Efficient NLP Model Finetuning via Multistage Data Filtering
Xu Ouyang, Shahina Mohd Azam Ansari, Felix Xiaozhu Lin +1
SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks
Wanyu Du, Yangfeng Ji
Optimizing Latent Dimension Allocation in Hierarchical VAEs: Balancing Attenuation and Information Retention for OOD Detection
Dane Williamson, Yangfeng Ji, Matthew Dwyer
CASE: Contrastive Activation for Saliency Estimation
Dane Williamson, Yangfeng Ji, Matthew Dwyer
Dynamic Entity Representations in Neural Language Models
Yangfeng Ji, Chenhao Tan, Sebastian Martschat +2
In-Context Learning (and Unlearning) of Length Biases
Stephanie Schoch, Yangfeng Ji
White-box Testing of NLP models with Mask Neuron Coverage
Arshdeep Sekhon, Yangfeng Ji, Matthew B. Dwyer +1
Do Prevalent Bias Metrics Capture Allocational Harms from LLMs?
Hannah Cyberey, Yangfeng Ji, David Evans
Data Selection for Fine-tuning Large Language Models Using Transferred Shapley Values
Stephanie Schoch, Ritwick Mishra, Yangfeng Ji
IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method Mapping
Nibir Chandra Mandal, Oishee Bintey Hoque, Abhijin Adiga +7
A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension
Saahith Janapati, Yangfeng Ji
RWKV-edge: Deeply Compressed RWKV for Resource-Constrained Devices
Wonkyo Choe, Yangfeng Ji, Felix Xiaozhu Lin
PLAtE: A Large-scale Dataset for List Page Web Extraction
Aidan San, Yuan Zhuang, Jan Bakus +6
Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation
Wanyu Du, Hanjie Chen, Yangfeng Ji
Explaining Predictive Uncertainty by Looking Back at Model Explanations
Hanjie Chen, Wanyu Du, Yangfeng Ji
White-Box Sensitivity Auditing with Steering Vectors
Hannah Cyberey, Yangfeng Ji, David Evans
Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation
Hanjie Chen, Yangfeng Ji
Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks
Hanjie Chen, Song Feng, Jatin Ganhotra +4
One Vector is Not Enough: Entity-Augmented Distributional Semantics for Discourse Relations
Yangfeng Ji, Jacob Eisenstein
Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors
Wanyu Du, Jianqiao Zhao, Liwei Wang +1
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses
Alessandro Sordoni, Michel Galley, Michael Auli +6
Monte Carlo Sampling for Analyzing In-Context Examples
Stephanie Schoch, Yangfeng Ji
Improving Interpretability via Explicit Word Interaction Graph Layer
Arshdeep Sekhon, Hanjie Chen, Aman Shrivastava +3
Addressing Both Statistical and Causal Gender Fairness in NLP Models
Hannah Chen, Yangfeng Ji, David Evans
Better Document-level Sentiment Analysis from RST Discourse Parsing
Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein
Balanced Adversarial Training: Balancing Tradeoffs between Fickleness and Obstinacy in NLP Models
Hannah Chen, Yangfeng Ji, David Evans
Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory
Hannah Chen, Yangfeng Ji, David Evans
Reevaluating Adversarial Examples in Natural Language
John X. Morris, Eli Lifland, Jack Lanchantin +2
Syntactic Blind Spots: How Misalignment Leads to LLMs Mathematical Errors
Dane Williamson, Yangfeng Ji, Matthew Dwyer
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing
Sanchit Sinha, Hanjie Chen, Arshdeep Sekhon +2
REV: Information-Theoretic Evaluation of Free-Text Rationales
Hanjie Chen, Faeze Brahman, Xiang Ren +3