UMass NLP
The natural language processing group at UMass Amherst is made up of faculty and students from the College of Information & Computer Sciences, as well as affiliated members in linguistics, social sciences and humanities. Our research spans a diverse range of topics, including computational social science, information extraction, neural language modeling and representation learning, question answering, and digital humanities.
news
Oct 28, 2023 | Six papers from UMass NLP to appear at EMNLP 2023 (two main conference, four findings)! Papers on factual precision in long form text generation, interpolation-based retrieval-augmented LMs, efficient k-NN search with cross-encoders, LLM-generated dialogue in video games, machine reading comprehension using case-based reasoning, and passage ranking with LLMs. |
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May 3, 2023 | Five papers from UMass NLP to appear at ACL 2023 (three main conference, two findings), and four more papers from UMass NLP affiliates! Papers on long-form question answering evaluation, Multi-CLS BERT, automatic content extraction annotation, modified pointer networks, and causal effects of peer review policies. |
May 1, 2023 | Our paper on improving human evaluation of long-form summarization won an outstanding paper award at EACL 2023! |
Feb 1, 2023 | Two papers from UMass NLP to appear at EACL 2023! Papers on improving human evaluation of long-form summarization and unified guidelines for coreference resolution. |
Nov 1, 2022 | All four UMass NLP core faculty are recruiting PhD students for Fall 2023! If you’re interested, please see here for application instructions. |