How to Search and Browse Papers on the ACL Anthology

The ACL Anthology (aclanthology.org) is a free-to-access library of publications in computational linguistics and speech and natural language processing. It hosts papers from official venues of the Association for Computational Linguistics and other organizations, and as of the site's own statistics it contains 131,151 papers, 134,285 authors, 3,500 volumes, and 534 venues spanning 75 years. You can find a paper in two main ways: type keywords into the search box, or browse by venue and year. Both paths lead to the same paper pages, so pick whichever matches what you already know.

Searching by keyword

Use the search box when you know the topic, title fragment, or author name but not the venue.

1. Enter your terms in the search field on the homepage.
2. Submit the query. The page reports a result count (shown as "Search results · 0" when nothing matches) and lists matching papers.
3. Open a result to reach its paper page, where you can read the abstract and access the PDF.

The homepage also shows a "Recently updated · 0" counter, which reflects items added or revised recently — useful if you are tracking new additions rather than searching a fixed topic.

Expected result: a filtered list of papers plus a count. If the count is 0, broaden the terms or switch to browsing by venue, since search only matches what is indexed.

Browsing by venue

If you know the conference or journal, browsing is more reliable than keyword search. The Anthology organizes content under venues, and the homepage groups them into sections such as "ACL venues," "Flagship venues," and others.

Each venue entry lists its available years as links. For example:

• ACL (Annual Meeting of the Association for Computational Linguistics) — years from 1979 through 2026
• EMNLP (Conference on Empirical Methods in Natural Language Processing) — 1996 through 2025
• EACL (European Chapter of the ACL) — 1983 through 2026
• NAACL and AACL (regional chapters) — listed with their own year ranges
• COLING (International Conference on Computational Linguistics) — 1965 through 2025
• TACL (Transactions of the ACL) — 2013 through 2026
• CL (Computational Linguistics journal) — 1974 through 2026
• AMTA, EAMT, DND (Dialogue & Discourse), and others

Clicking a year takes you to that volume's table of contents, where papers are listed individually.

Filtering by decade

The venue pages let you narrow a long year list by decade. The available filters are:

• All years
• 2020s, 2010s, 2000s, 1990s, 1980s, 1970s, 1960s, 1950s

This matters for long-running venues. ACL, for instance, spans 1979 to 2026, so selecting "2020s" removes decades of older entries and shortens the page to recent meetings. Use it when you want current work; skip it when you are tracing the history of a topic.

Choosing between search and browse

Other entry points

The homepage also exposes an Authors section and an API & data link. The API is the practical route if you need to query the collection programmatically or build your own index rather than click through pages. A Feedback link is provided for reporting issues with the site or its records.

Common snags

• Zero results: the count is displayed explicitly, so a 0 tells you the terms did not match — not that the paper is absent from the field. Try alternate spellings or the venue route.
• Venue name ambiguity: many venues share acronyms across organizations. Check the full name shown next to the acronym before assuming you are in the right place.
• Year gaps: listed years are not always consecutive (for example, EACL shows 1983, 1985, 1987, 1989, 1991, 1993, 1995, 1997, 1999, then 2003, 2006, 2009, 2012, 2014, 2017, 2021, 2023, 2024, 2026). A missing year usually means no proceedings were published or indexed for it, not that the page is broken.
• Recency: the "Recently updated" counter is small by design; it tracks recent changes, so do not treat it as a full new-arrivals feed.