NLPExplorer

Wai Lam

Number of Papers:- 82

Number of Citations:- 72

First ACL Paper:- 2002

Latest ACL Paper:- 2024

Venues:-

NAACL

COLING

EMNLP

Findings

RANLP

WNUT

LREC

ACL

EACL

SIGHAN

IJCNLP

*SEM

AACL

Co-Authors:-

Similar Authors:-

Rephrasing Invokes Better Generations for Large Language Models NAACL

Haoran Yang | Hongyuan Lu | Wai Lam |

Exploring Compositional Generalization of Large Language Models NAACL

Haoran Yang | Hongyuan Lu | Wai Lam | Deng Cai |

Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation F i n d i n g s - E A C L

Unveiling the Generalization Power of Fine-Tuned Large Language Models NAACL

Reasons to Reject? Aligning Language Models with Judgments F i n d i n g s - A C L

CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion F i n d i n g s - A C L

Distributional Inclusion Hypothesis and Quantifications: Probing for Hypernymy in Functional Distributional Semantics ACL

Chun Lo | Wai Lam | Hong Cheng | Guy Emerson |

A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP

Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning F i n d i n g s - E M N L P

Consecutive Batch Model Editing with HooK Layers EMNLP

Chain-of-Dictionary Prompting Elicits Translation in Large Language Models EMNLP

PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation EACL

Hongyuan Lu | Wai Lam |

Bridging the Gap between Pre-Training and Fine-Tuning for Commonsense Generation F i n d i n g s - E A C L

Functional Distributional Semantics at Scale *SEM

Chun Hei Lo | Hong Cheng | Wai Lam | Guy Emerson |

DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text F i n d i n g s - E M N L P

Shuaiyi Li | Yang Deng | Wai Lam |

TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets F i n d i n g s - E M N L P

Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning EMNLP

Sen Yang | Xin Li | Lidong Bing | Wai Lam |

Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences F i n d i n g s - A C L

Chaojun Wang | Yang Liu | Wai Lam |

Easy-to-Hard Learning for Information Extraction F i n d i n g s - A C L

Chang Gao | Wenxuan Zhang | Wai Lam | Lidong Bing |

Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations ACL

Yang Deng | Wenxuan Zhang | Yifei Yuan | Wai Lam |

Enhancing Grammatical Error Correction Systems with Explanations ACL

mPMR: A Multilingual Pre-trained Machine Reader at Scale ACL

Weiwen Xu | Xin Li | Wai Lam | Lidong Bing |

PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ACL

Product Question Answering in E-Commerce: A Survey ACL

Yang Deng | Wenxuan Zhang | Qian Yu | Wai Lam |

On Controlling Fallback Responses for Grounded Dialogue Generation ACL Findings

Hongyuan Lu | Wai Lam | Hong Cheng | Helen Meng |

UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue ACL

Chang Gao | Wenxuan Zhang | Wai Lam |

Semantic Composition with PSHRG for Derivation Tree Reconstruction from Graph-Based Meaning Representations ACL

Chun Hei Lo | Wai Lam | Hong Cheng |

Partner Personas Generation for Dialogue Response Generation NAACL

Hongyuan Lu | Wai Lam | Hong Cheng | Helen Meng |

Towards Generalizable and Robust Text-to-SQL Parsing F i n d i n g s - E M N L P

ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction EMNLP

Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation EMNLP

McQueen: a Benchmark for Multimodal Conversational Query Rewrite EMNLP

PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance EMNLP

Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation EMNLP Findings

Haoran Yang | Wai Lam | Piji Li |

Towards Domain-Generalizable Paraphrase Identification by Avoiding the Shortcut Learning RANLP

Xin Shen | Wai Lam |

Towards Generative Aspect-Based Sentiment Analysis ACL IJCNLP

Aspect Sentiment Quad Prediction as Paraphrase Generation EMNLP

Sentence Structure and Word Relationship Modeling for Emphasis Selection RANLP

Haoran Yang | Wai Lam |

Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering Findings

Weiwen Xu | Huihui Zhang | Deng Cai | Wai Lam |

Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation EMNLP WNUT

Yang Deng | Wenxuan Zhang | Wai Lam |

Neural Machine Translation with Monolingual Translation Memory ACL IJCNLP

Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP Findings

Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching EMNLP

Aspect-based Sentiment Analysis in Question Answering Forums EMNLP Findings

Multilingual AMR Parsing with Noisy Knowledge Distillation EMNLP Findings

Review-based Question Generation with Adaptive Instance Transfer and Augmentation ACL

AMR Parsing via Graph-Sequence Iterative Inference ACL

Deng Cai | Wai Lam |

Answering Product-related Questions with Heterogeneous Information AACL

Wenxuan Zhang | Qian Yu | Wai Lam |

Point-of-Interest Oriented Question Answering with Joint Inference of Semantic Matching and Distance Correlation AACL

Yifei Yuan | Jingbo Zhou | Wai Lam |

Unsupervised KB-to-Text Generation with Auxiliary Triple Extraction using Dual Learning AACL

Zihao Fu | Bei Shi | Lidong Bing | Wai Lam |

Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection COLING

Yang Deng | Wenxuan Zhang | Wai Lam |

Dynamic Topic Tracker for KB-to-Text Generation COLING

Zihao Fu | Lidong Bing | Wai Lam | Shoaib Jameel |

AnswerFact: Fact Checking in Product Question Answering EMNLP

Wenxuan Zhang | Yang Deng | Jing Ma | Wai Lam |

Partially-Aligned Data-to-Text Generation with Distant Supervision EMNLP

Multi-hop Inference for Question-driven Summarization EMNLP

Yang Deng | Wenxuan Zhang | Wai Lam |

Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion EMNLP

Core Semantic First: A Top-down Approach for AMR Parsing EMNLP

Deng Cai | Wai Lam |

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis EMNLP WS

Xin Li | Lidong Bing | Wenxuan Zhang | Wai Lam |

Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory NAACL

Fact Discovery from Knowledge Base via Facet Decomposition NAACL

Zihao Fu | Yankai Lin | Zhiyuan Liu | Wai Lam |

Responding E-commerce Product Questions via Exploiting QA Collections and Reviews COLING

Qian Yu | Wai Lam | Zihao Wang |

QuaSE: Sequence Editing under Quantifiable Guidance EMNLP

Transformation Networks for Target-Oriented Sentiment Classification ACL

Xin Li | Lidong Bing | Wai Lam | Bei Shi |

Learning Domain-Sensitive and Sentiment-Aware Word Embeddings ACL

Bei Shi | Zihao Fu | Lidong Bing | Wai Lam |

Cascaded Attention based Unsupervised Information Distillation for Compressive Summarization EMNLP

Deep Recurrent Generative Decoder for Abstractive Text Summarization EMNLP

Piji Li | Wai Lam | Lidong Bing | Zihao Wang |

Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction EMNLP

Xin Li | Wai Lam |

Reader-Aware Multi-Document Summarization: An Enhanced Model and The First Dataset WS

Piji Li | Lidong Bing | Wai Lam |

Detecting Common Discussion Topics Across Culture From News Reader Comments ACL

Bei Shi | Wai Lam | Lidong Bing | Yinqing Xu |

Entity Retrieval via Entity Factoid Hierarchy ACL IJCNLP

Chunliang Lu | Wai Lam | Yi Liao |

Abstractive Multi-Document Summarization via Phrase Selection and Merging ACL IJCNLP

N-gram Fragment Sequence Based Unsupervised Domain-Specific Document Readability-gram Fragment Sequence Based Unsupervised Domain-Specific Document Readability COLING

Shoaib Jameel | Xiaojun Qian | Wai Lam |

Jointly Identifying Entities and Extracting Relations in Encyclopedia Text via A Graphical Model Approach COLING

Xiaofeng Yu | Wai Lam |

Accelerated Training of Maximum Margin Markov Models for Sequence Labeling: A Case Study of NP Chunking COLING

Xiaofeng Yu | Wai Lam |

An Integrated Probabilistic and Logic Approach to Encyclopedia Relation Extraction with Multiple Features COLING

Xiaofeng Yu | Wai Lam |

A Framework Based on Graphical Models with Logic for Chinese Named Entity Recognition IJCNLP

Xiaofeng Yu | Wai Lam | Shing-Kit Chan |

An Online Cascaded Approach to Biomedical Named Entity Recognition IJCNLP

Shing-Kit Chan | Wai Lam | Xiaofeng Yu |

Chinese NER Using CRFs and Logic for the Fourth SIGHAN Bakeoff IJCNLP SIGHAN

MEAD - A Platform for Multidocument Multilingual Text Summarization LREC

Evaluation Challenges in Large-Scale Document Summarization ACL

Meta-evaluation of Summaries in a Cross-lingual Environment using Content-based Metrics COLING

Horacio Saggion | Dragomir Radev | Simone Teufel | Wai Lam |

Developing Infrastructure for the Evaluation of Single and Multi-document Summarization Systems in a Cross-lingual Environment LREC