Monica Lam
20 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🏃 Academic Marathon (5)
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Cross-Pollinator
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(15)
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Conferences
EMNLP (9)
ACL (6)
NAACL (3)
EACL (2)
Top co-authors
Keywords
large language model
(7)
few-shot learning
(6)
semantic parsing
(6)
dialogue system
(5)
zero-shot learning
(5)
question answering
(4)
retrieval-augmented generation
(3)
task-oriented dialogue
(3)
dialogue state tracking
(3)
semantic parser
(2)
cross-lingual transfer
(2)
fact verification
(2)
multilingual dialogue
(2)
machine translation
(2)
language model
(2)
conversational agent
(2)
factual accuracy
(2)
knowledge base
(2)
knowledge graph
(2)
information retrieval
(2)
Papers
Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models
EMNLP 2025
Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie Worksheets
ACL 2025
LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World
ACL 2025
CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition
EMNLP 2025
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions
EMNLP 2024
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models
NAACL 2024
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models
NAACL 2024
SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing
ACL 2024
Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations
EMNLP 2024
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval
EMNLP 2024
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata
EMNLP 2023
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents
ACL 2023
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation
EACL 2023
Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues
EACL 2023
WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia
EMNLP 2023
A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation
ACL 2022
Grounding Open-Domain Instructions to Automate Web Support Tasks
NAACL 2021
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking
ACL 2020
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation
EMNLP 2020
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data
EMNLP 2020