Pith Number

pith:IIDGX56Y

pith:2019:IIDGX56YDYDE5GYAAGD4FQ3BGA

not attested not anchored not stored refs pending

An Effective Domain Adaptive Post-Training Method for BERT in Response Selection

Chanhee Lee, Dongsuk Oh, Dongyub Lee, Heuiseok Lim, Kisu Yang, Taesun Whang

arxiv:1908.04812 v2 · 2019-08-13 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{IIDGX56YDYDE5GYAAGD4FQ3BGA}

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Record completeness

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

An Effective Domain Adaptive Post-Training Method for BERT in Response Selection

Receipt and verification

First computed	2026-07-05T01:22:14.377637Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42066bf7d81e064e9b000187c2c361301c3c8a0c6fe21fe878eac679a9a089da

Aliases

arxiv: 1908.04812 · arxiv_version: 1908.04812v2 · doi: 10.48550/arxiv.1908.04812 · pith_short_12: IIDGX56YDYDE · pith_short_16: IIDGX56YDYDE5GYA · pith_short_8: IIDGX56Y

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/IIDGX56YDYDE5GYAAGD4FQ3BGA \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 42066bf7d81e064e9b000187c2c361301c3c8a0c6fe21fe878eac679a9a089da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "659d9c1132253d56b4928cafe80719211a07a87039eafa22aaab7829ae68934f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-08-13T18:24:29Z",
    "title_canon_sha256": "55468073e200650ea30467359b175438909c5d4bdc8175d690a219aea3a434ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.04812",
    "kind": "arxiv",
    "version": 2
  }
}